Publications
Automated Detection of Tropes In Short Texts
Alessandra Flaccavento, Youri Peskine, Paolo Papotti, Riccardo Torlone, Raphael Troncy
Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025, Abu Dhabi, UAE, January 19-24, 2025 (2025)
2025-005

journal URL

INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators

INFO-SEDD: Continuous Time Markov Chains as Scalable Information Metrics Estimators
Alberto Foresti, Giulio Franzese, Pietro Michiardi
CoRR (2025)
2025-004

preprint URL

In Praise of Stubbornness: The Case for Cognitive-Dissonance-Aware Knowledge Updates in LLMs

In Praise of Stubbornness: The Case for Cognitive-Dissonance-Aware Knowledge Updates in LLMs
Simone Clemente, Zied Ben-Houidi, Alexis Huet, Dario Rossi, Giulio Franzese, Pietro Michiardi
CoRR (2025)
2025-003

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In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
Amelia Jimenez-Sanchez, Natalia Rozalia Avlona, Sarah de Boer, Victor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila Gonzalez, Steff Groefsema, Alessa Hering, Adam Hulman, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lerida, Livie Yumeng Li, Andre Pacheco, Tim Radsch, Mauricio Reyes, Theo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zajac, Maria A. Zuluaga, Veronika Cheplygina
CoRR (2025)
2025-002

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MVP: Multimodal Emotion Recognition based on Video and Physiological Signals

MVP: Multimodal Emotion Recognition based on Video and Physiological Signals
Valeriya Strizhkova, Hadi Kachmar, Hava Chaptoukaev, Raphael Kalandadze, Natia Kukhilava, Tatia Tsmindashvili, Nibras Abo Alzahab, Maria A. Zuluaga, Michal Balazia, Antitza Dantcheva, Franccois Bremond, Laura M. Ferrari
CoRR (2025)
2025-001

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Hardware Acceleration for Knowledge Graph Processing: Challenges Recent Developments

Hardware Acceleration for Knowledge Graph Processing: Challenges Recent Developments
Maciej Besta, Robert Gerstenberger, Patrick Iff, Pournima Sonawane, Juan Gomez-Luna, Raghavendra Kanakagiri, Rui Min, Onur Mutlu, Torsten Hoefler, Raja Appuswamy, Aidan O'Mahony
CoRR (2024)
2024-046

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CMOSS: A Reliable, Motif-based Columnar Molecular Storage System

CMOSS: A Reliable, Motif-based Columnar Molecular Storage System
Eugenio Marinelli, Yiqing Yan, Virginie Magnone, Pascal Barbry, Raja Appuswamy
CoRR (2024)
2024-045

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Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation

Optimizing Diffusion Models for Joint Trajectory Prediction and Controllable Generation
Yixiao Wang, Chen Tang, Lingfeng Sun, Simone Rossi, Yichen Xie, Chensheng Peng, Thomas Hannagan, Stefano Sabatini, Nicola Poerio, Masayoshi Tomizuka, Wei Zhan
Computer Vision - ECCV 2024 - 18th European Conference, Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXIX (2024)
2024-044

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Improving (Re-)Usability of Musical Datasets: An Overview of the DOREMUS Project

Improving (Re-)Usability of Musical Datasets: An Overview of the DOREMUS Project
Pasquale Lisena, Manel Achichi, Pierre Choffe, Cecile Cecconi, Konstantin Todorov, Bernard Jacquemin, Raphael Troncy
CoRR (2024)
2024-043

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European Olfactory Knowledge Graph (Version v1.0.0)
Pasquale Lisena, Thibault Ehrhart, Raphael Troncy
Zenodo (2024)
2024-042

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Olfactory Heritage Toolkit Resource 3. Smells with Heritage Value (Version 1)
Inger Leemans, Raphael Troncy, Sara Tonelli, Cecilia Bembibre, William Tullett
Zenodo (2024)
2024-041

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Olfactory Heritage Toolkit Resource 4. Fragrant Places (Version 1)
Inger Leemans, Sara Tonelli, Vincent Christlein, Raphael Troncy, Cecilia Bembibre, William Tullett
Zenodo (2024)
2024-040

journal URL

The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part II

The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part II (2024)
2024-039

journal URL

The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I

The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I (2024)
2024-038

journal URL

Towards Fact-check Summarization Leveraging on Argumentation Elements Tied to Entity Graphs

Towards Fact-check Summarization Leveraging on Argumentation Elements Tied to Entity Graphs
Katerina Hanikova, David Chudan, Vojtech Svatek, Peter Vajdecka, Raphael Troncy, Filip Vencovsky, Jana Syrovatkova
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024 (2024)
2024-037

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Graphameleon: Relational Learning and Anomaly Detection on Web Navigation Traces Captured as Knowledge Graphs

Graphameleon: Relational Learning and Anomaly Detection on Web Navigation Traces Captured as Knowledge Graphs
Lionel Tailhardat, Benjamin Stach, Yoan Chabot, Raphael Troncy
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024 (2024)
2024-036

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Can LLMs Generate Competency Questions?
Youssra Rebboud, Lionel Tailhardat, Pasquale Lisena, Raphael Troncy
The Semantic Web: ESWC 2024 Satellite Events - Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I (2024)
2024-035

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NORIA-O: An Ontology for Anomaly Detection and Incident Management in ICT Systems
Lionel Tailhardat, Yoan Chabot, Raphael Troncy
The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part II (2024)
2024-034

journal URL

From Nodes to Narratives: A Knowledge Graph-based Storytelling Approach
Mike de Kok, Youssra Rebboud, Pasquale Lisena, Raphael Troncy, Ilaria Tiddi
Proceedings of Text2Story - Seventh Workshop on Narrative Extraction From Texts held in conjunction with the 46th European Conference on Information Retrieval (ECIR 2024), Glasgow, Scotland, UK, March 24, 2024 (2024)
2024-033

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X-Ray-TLS: Transparent Decryption of TLS Sessions by Extracting Session Keys from Memory

X-Ray-TLS: Transparent Decryption of TLS Sessions by Extracting Session Keys from Memory
Florent Moriconi, Olivier Levillain, Aurelien Francillon, Raphael Troncy
Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, ASIA CCS 2024, Singapore, July 1-5, 2024 (2024)
2024-032

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Finch: Prompt-guided Key-Value Cache Compression

Finch: Prompt-guided Key-Value Cache Compression
Giulio Corallo, Paolo Papotti
CoRR (2024)
2024-031

preprint URL

Retrieve, Merge, Predict: Augmenting Tables with Data Lakes

Retrieve, Merge, Predict: Augmenting Tables with Data Lakes
Riccardo Cappuzzo, Gael Varoquaux, Aimee Coelho, Paolo Papotti
CoRR (2024)
2024-030

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CimpleKG: A Continuously Updated Knowledge Graph on Misinformation, Factors and Fact-Checks
Gregoire Burel, Martino Mensio, Youri Peskine, Raphael Troncy, Paolo Papotti, Harith Alani
The Semantic Web - ISWC 2024 - 23rd International Semantic Web Conference, Baltimore, MD, USA, November 11-15, 2024, Proceedings, Part III (2024)
2024-029

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EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques
Youri Peskine, Raphael Troncy, Paolo Papotti
Proceedings of the 18th International Workshop on Semantic Evaluation, SemEval@NAACL 2024, Mexico City, Mexico, June 20-21, 2024 (2024)
2024-028

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Comparing Incomplete Database Instances
Boris Glavic, Giansalvatore Mecca, Renee J. Miller, Paolo Papotti, Donatello Santoro, Enzo Veltri
Proceedings of the 32nd Symposium of Advanced Database Systems, Villasimius, Italy, June 23rd to 26th, 2024 (2024)
2024-027

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A Framework for the Generation of Training Examples from Tabular Data
Jean-Flavien Bussotti, Paolo Papotti, Donatello Santoro, Enzo Veltri
Proceedings of the 32nd Symposium of Advanced Database Systems, Villasimius, Italy, June 23rd to 26th, 2024 (2024)
2024-026

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Large Language Models as Storage for SQL Querying

Large Language Models as Storage for SQL Querying
Paolo Papotti
40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024 (2024)
2024-025

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Evaluating Ambiguous Questions in Semantic Parsing
Simone Papicchio, Paolo Papotti, Luca Cagliero
40th International Conference on Data Engineering, ICDE 2024 - Workshops, Utrecht, Netherlands, May 13-16, 2024 (2024)
2024-024

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Unknown Claims: Generation of Fact-Checking Training Examples from Unstructured and Structured Data
Jean-Flavien Bussotti, Luca Ragazzi, Giacomo Frisoni, Gianluca Moro, Paolo Papotti
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024 (2024)
2024-023

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Similarity Measures For Incomplete Database Instances
Boris Glavic, Giansalvatore Mecca, Renee J. Miller, Paolo Papotti, Donatello Santoro, Enzo Veltri
Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28 (2024)
2024-022

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Querying Large Language Models with SQL
Mohammed Saeed, Nicola De Cao, Paolo Papotti
Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28 (2024)
2024-021

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Relational Data Imputation with Graph Neural Networks
Riccardo Cappuzzo, Saravanan Thirumuruganathan, Paolo Papotti
Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28 (2024)
2024-020

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Data Void Exploits: Tracking Mitigation Strategies

Data Void Exploits: Tracking Mitigation Strategies
Miro Mannino, Junior Garcia, Reem Hazim, Azza Abouzied, Paolo Papotti
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024 (2024)
2024-019

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FINCH: Prompt-guided Key-Value Cache Compression for Large Language Models
Giulio Corallo, Paolo Papotti
Trans. Assoc. Comput. Linguistics (2024)
2024-018

journal URL

BUNNI: Learning Repair Actions in Rule-driven Data Cleaning

BUNNI: Learning Repair Actions in Rule-driven Data Cleaning
Giansalvatore Mecca, Paolo Papotti, Donatello Santoro, Enzo Veltri
ACM J. Data Inf. Qual. (2024)
2024-017

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Variable Selection for Comparing High-dimensional Time-Series Data

Variable Selection for Comparing High-dimensional Time-Series Data
Kensuke Mitsuzawa, Margherita Grossi, Stefano Bortoli, Motonobu Kanagawa
CoRR (2024)
2024-016

preprint URL

Fast Computation of Leave-One-Out Cross-Validation for k-NN Regression

Fast Computation of Leave-One-Out Cross-Validation for k-NN Regression
Motonobu Kanagawa
CoRR (2024)
2024-015

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Improved Random Features for Dot Product Kernels
Jonas Wacker, Motonobu Kanagawa, Maurizio Filippone
J. Mach. Learn. Res. (2024)
2024-014

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Latent Abstractions in Generative Diffusion Models

Latent Abstractions in Generative Diffusion Models
Giulio Franzese, Mattia Martini, Giulio Corallo, Paolo Papotti, Pietro Michiardi
CoRR (2024)
2024-013

preprint URL

Fine-grained Attention in Hierarchical Transformers for Tabular Time-series

Fine-grained Attention in Hierarchical Transformers for Tabular Time-series
Raphael Azorin, Zied Ben-Houidi, Massimo Gallo, Alessandro Finamore, Pietro Michiardi
CoRR (2024)
2024-012

preprint URL

Information Theoretic Text-to-Image Alignment

Information Theoretic Text-to-Image Alignment
Chao Wang, Giulio Franzese, Alessandro Finamore, Massimo Gallo, Pietro Michiardi
CoRR (2024)
2024-011

preprint URL

Data Augmentation for Traffic Classification
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Passive and Active Measurement - 25th International Conference, PAM 2024, Virtual Event, March 11-13, 2024, Proceedings, Part I (2024)
2024-010

journal URL

S: Score-based O-INFORMATION Estimation

S: Score-based O-INFORMATION Estimation
Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024 (2024)
2024-009

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MINDE: Mutual Information Neural Diffusion Estimation
Giulio Franzese, Mustapha Bounoua, Pietro Michiardi
The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024 (2024)
2024-008

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EULER: Fine-Tuning a Large Language Model for Socratic Interactions
Giulia Bonino, Gabriele Sanmartino, Giovanni Gatti Pinheiro, Paolo Papotti, Raphael Troncy, Pietro Michiardi
Proceedings of the Second International Workshop on Artificial INtelligent Systems in Education co-located with 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), Bolzano, Italy, November 26, 2024 (2024)
2024-007

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Multi-Modal Latent Diffusion
Mustapha Bounoua, Giulio Franzese, Pietro Michiardi
Entropy (2024)
2024-006

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SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms

SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms
Soumick Chatterjee, Hendrik Mattern, Marc Dorner, Alessandro Sciarra, Florian Dubost, Hannes Schnurre, Rupali Khatun, Chun-Chih Yu, Tsung-Lin Hsieh, Yi-Shan Tsai, Yi-Zeng Fang, Yung-Ching Yang, Juinn-Dar Huang, Marshall Xu, Siyu Liu, Fernanda L. Ribeiro, Saskia Bollmann, Karthikesh Varma Chintalapati, Chethan Radhakrishna, Sri Chandana Hudukula Ram Kumar, Raviteja Sutrave, Abdul Qayyum, Moona Mazher, Imran Razzak, Cristobal Rodero, Steven Niederren, Fengming Lin, Yan Xia, Jiacheng Wang, Riyu Qiu, Liansheng Wang, Arya Yazdan Panah, Rosana El Jurdi, Guanghui Fu, Janan Arslan, Ghislain Vaillant, Romain Valabr`egue, Didier Dormont, Bruno Stankoff, Olivier Colliot, Luisa Vargas, Isai Daniel Chacon, Ioannis Pitsiorlas, Pablo Arbelaez, Maria A. Zuluaga, Stefanie Schreiber, Oliver Speck, Andreas Nurnberger
CoRR (2024)
2024-005

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HyperMM : Robust Multimodal Learning with Varying-sized Inputs

HyperMM : Robust Multimodal Learning with Varying-sized Inputs
Hava Chaptoukaev, Vincenzo Marciano, Francesco Galati, Maria A. Zuluaga
CoRR (2024)
2024-004

preprint URL

Federated Multi-centric Image Segmentation with Uneven Label Distribution
Francesco Galati, Rosa Cortese, Ferran Prados, Marco Lorenzi, Maria A. Zuluaga
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part X (2024)
2024-003

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Improved Prediction of Recurrence After Prostate Cancer Radiotherapy Using Multimodal Data and in Silico simulations
Valentin Septiers, Carlos Sosa Marrero, Renaud de Crevoisier, Aurelien Briens, Hilda Chourak, Maria A. Zuluaga, Oscar Acosta
Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, CaPTion 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings (2024)
2024-002

journal URL

Differentiable Soft Morphological Filters for Medical Image Segmentation
Lisa Guzzi, Maria A. Zuluaga, Fabien Lareyre, Gilles Di Lorenzo, Sebastien Goffart, Andrea Chierici, Juliette Raffort, Herve Delingette
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 - 27th International Conference, Marrakesh, Morocco, October 6-10, 2024, Proceedings, Part VIII (2024)
2024-001

journal URL

Using Soft Information to Improve Error Tolerance of Motif-Based DNA Storage Systems
Eugenio Marinelli, Virginie Magnone, Marie-Charlotte Dumargne, Pascal Barbry, Raja Appuswamy
24th International Conference on Digital Signal Processing, DSP 2023, Rhodes (Rodos), Greece, June 11-13, 2023 (2023)
2023-050

journal URL

Towards Migration-Free Just-In-Case Data Archival for Future Cloud Data Lakes
Eugenio Marinelli, Yiqing Yan, Virginie Magnone, Charlotte Dumargne, Pascal Barbry, Thomas Heinis, Raja Appuswamy
Proc. VLDB Endow. (2023)
2023-049

journal URL

Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning

Class Balanced Dynamic Acquisition for Domain Adaptive Semantic Segmentation using Active Learning
Marc Schachtsiek, Simone Rossi, Thomas Hannagan
CoRR (2023)
2023-048

preprint URL

On permutation symmetries in Bayesian neural network posteriors: a variational perspective

On permutation symmetries in Bayesian neural network posteriors: a variational perspective
Simone Rossi, Ankit Singh, Thomas Hannagan
Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023 (2023)
2023-047

journal URL

The Semantic Web - 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings

The Semantic Web - 20th International Conference, ESWC 2023, Hersonissos, Crete, Greece, May 28 - June 1, 2023, Proceedings (2023)
2023-046

journal URL

2nd International Workshop on Multisensory Data and Knowledge (MDK)

2nd International Workshop on Multisensory Data and Knowledge (MDK)
Marieke van Erp, Raphael Troncy, Valentina Presutti, Albert Mero~no-Pe~nuela, Sara Tonelli, Enrico Daga
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023 (2023)
2023-045

journal URL

Towards Generative Semantic Table Interpretation
Viet-Phi Huynh, Yoan Chabot, Raphael Troncy
Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023 (2023)
2023-044

journal URL

An Ontology for Creating Hypermedia Stories Over Knowledge Graphs
Pasquale Lisena, Daniel Schwabe, Marieke van Erp, Inger Leemans, William Tullett, Raphael Troncy, Sofia Colette Ehrich, Thibault Ehrhart
Proceedings of the International Workshop on Semantic Web and Ontology Design for Cultural Heritage co-located with the International Semantic Web Conference 2023 (ISWC 2023), Athens, Greece, November 7, 2023 (2023)
2023-043

journal URL

Predicting Business Events from News Articles
Thibault Ehrhart, Raphael Troncy, David Shapira, Bertrand Limoges
Proceedings of the ISWC 2023 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 22nd International Semantic Web Conference (ISWC 2023), Athens, Greece, November 6-10, 2023 (2023)
2023-042

journal URL

D2KLab at SemEval-2023 Task 2: Leveraging T-NER to Develop a Fine-Tuned Multilingual Model for Complex Named Entity Recognition
Thibault Ehrhart, Julien Plu, Raphael Troncy
Proceedings of the The 17th International Workshop on Semantic Evaluation, SemEval@ACL 2023, Toronto, Canada, 13-14 July 2023 (2023)
2023-041

journal URL

The MUSTI challenge@MediaEval 2023 - Multimodal Understanding of Smells in Texts and Images with Zero-shot Evaluation
Ali Hurriyetoglu, Inna Novalija, Mathias Zinnen, Vincent Christlein, Pasquale Lisena, Stefano Menini, Marieke van Erp, Raphael Troncy
Working Notes Proceedings of the MediaEval 2023 Workshop, Amsterdam, The Netherlands and Online, 1-2 February 2024 (2023)
2023-040

journal URL

Des données tabulaires aux graphes de connaissances : état de l'art des méthodes d'interprétations sémantique de tables
Jixiong Liu, Viet-Phi Huynh, Yoan Chabot, Raphael Troncy
34es Journées francophones d'Ingénierie des Connaissances, IC 2023, @ Plate-Forme Intelligence Artificielle, PFIA 2023, Strasbourg, France, July 05-07, 2023 (2023)
2023-039
Designing NORIA: a Knowledge Graph-based Platform for Anomaly Detection and Incident Management in ICT Systems
Lionel Tailhardat, Yoan Chabot, Raphael Troncy
Proceedings of the 4th International Workshop on Knowledge Graph Construction co-located with 20th Extended Semantic Web Conference ESWC 2023, Hersonissos, Greece, May 28, 2023 (2023)
2023-038

journal URL

Prompt-based Data Augmentation for Semantically-Precise Event Relation Classification
Youssra Rebboud, Pasquale Lisena, Raphael Troncy
Joint Proceedings of the ESWC 2023 Workshops and Tutorials co-located with 20th European Semantic Web Conference (ESWC 2023), Hersonissos, Greece, May 28-29, 2023 (2023)
2023-037

journal URL

Leveraging Knowledge Graphs For Classifying Incident Situations in ICT Systems
Lionel Tailhardat, Raphael Troncy, Yoan Chabot
Proceedings of the 18th International Conference on Availability, Reliability and Security, ARES 2023, Benevento, Italy, 29 August 2023- 1 September 2023 (2023)
2023-036

journal URL

From tabular data to knowledge graphs: A survey of semantic table interpretation tasks and methods
Jixiong Liu, Yoan Chabot, Raphael Troncy, Viet-Phi Huynh, Thomas Labbe, Pierre Monnin
J. Web Semant. (2023)
2023-035

journal URL

Stories of love and violence: zero-shot interesting events' classification for unsupervised TV series summarization
Alison Reboud, Ismail Harrando, Pasquale Lisena, Raphael Troncy
Multim. Syst. (2023)
2023-034

journal URL

Multimodal metadata assignment for cultural heritage artifacts
Luis Rei, Dunja Mladenic, Mareike Dorozynski, Franz Rottensteiner, Thomas Schleider, Raphael Troncy, Jorge Sebastian Lozano, Mar Gaitan Salvatella
Multim. Syst. (2023)
2023-033

journal URL

Analyzing COVID-Related Social Discourse on Twitter using Emotion, Sentiment, Political Bias, Stance, Veracity and Conspiracy Theories

Analyzing COVID-Related Social Discourse on Twitter using Emotion, Sentiment, Political Bias, Stance, Veracity and Conspiracy Theories
Youri Peskine, Raphael Troncy, Paolo Papotti
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023 (2023)
2023-032

journal URL

The Community Notes Observatory: Can Crowdsourced Fact-Checking be Trusted in Practice?

The Community Notes Observatory: Can Crowdsourced Fact-Checking be Trusted in Practice?
Luca Righes, Mohammed Saeed, Gianluca Demartini, Paolo Papotti
Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023 (2023)
2023-031

journal URL

Integrity 2023: Integrity in Social Networks and Media

Integrity 2023: Integrity in Social Networks and Media
Lluis Garcia Pueyo, Panayiotis Tsaparas, Prathyusha Senthil Kumar, Timos Sellis, Paolo Papotti, Sibel Adali, Giuseppe Manco, Tudor Trufinescu, Gireeja Ranade, James R. Verbus, Mehmet N. Tek, Anthony McCosker
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023 (2023)
2023-030

journal URL

Models and Practice of Neural Table Representations
Madelon Hulsebos, Xiang Deng, Huan Sun, Paolo Papotti
Companion of the 2023 International Conference on Management of Data, SIGMOD/PODS 2023, Seattle, WA, USA, June 18-23, 2023 (2023)
2023-029

journal URL

Attribute Ambiguity Discovery: A Deep Learning Approach via Unsupervised Learning
Enzo Veltri, Gilbert Badaro, Mohammed Saeed, Paolo Papotti
Proceedings of the 31st Symposium of Advanced Database Systems, Galzingano Terme, Italy, July 2nd to 5th, 2023 (2023)
2023-028

journal URL

QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data

QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data
Simone Papicchio, Paolo Papotti, Luca Cagliero
Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023 (2023)
2023-027

journal URL

Tactics, Threats Targets: Modeling Disinformation and its Mitigation
Muhammad Shujaat Mirza, Labeeba Begum, Liang Niu, Sarah Pardo, Azza Abouzied, Paolo Papotti, Christina Popper
30th Annual Network and Distributed System Security Symposium, NDSS 2023, San Diego, California, USA, February 27 - March 3, 2023 (2023)
2023-026

journal URL

Maximizing Neutrality in News Ordering

Maximizing Neutrality in News Ordering
Rishi Advani, Paolo Papotti, Abolfazl Asudeh
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023 (2023)
2023-025

journal URL

Data Ambiguity Profiling for the Generation of Training Examples

Data Ambiguity Profiling for the Generation of Training Examples
Enzo Veltri, Gilbert Badaro, Mohammed Saeed, Paolo Papotti
39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023 (2023)
2023-024

journal URL

Definitions Matter: Guiding GPT for Multi-label Classification
Youri Peskine, Damir Korencic, Ivan Grubisic, Paolo Papotti, Raphael Troncy, Paolo Rosso
Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023 (2023)
2023-023

journal URL

Computational Methods to Counter Online Misinformation

Computational Methods to Counter Online Misinformation
Paolo Papotti
4th ACM Europe Summer School on Science: Towards building the Data Science Stack, SummerSchool 2023, Athens, Greece, July 10-14, 2023 (2023)
2023-022

journal URL

Transformers for Tabular Data Representation: A Survey of Models and Applications
Gilbert Badaro, Mohammed Saeed, Paolo Papotti
Trans. Assoc. Comput. Linguistics (2023)
2023-021

journal URL

Generation of Training Examples for Tabular Natural Language Inference

Generation of Training Examples for Tabular Natural Language Inference
Jean-Flavien Bussotti, Enzo Veltri, Donatello Santoro, Paolo Papotti
Proc. ACM Manag. Data (2023)
2023-020

journal URL

Exploratory Training: When Annotators Learn About Data

Exploratory Training: When Annotators Learn About Data
Rajesh Shrestha, Omeed Habibelahian, Arash Termehchy, Paolo Papotti
Proc. ACM Manag. Data (2023)
2023-019

journal URL

Introduction to the Special Issue on Truth and Trust Online

Introduction to the Special Issue on Truth and Trust Online
Dustin Wright, Paolo Papotti, Isabelle Augenstein
ACM J. Data Inf. Qual. (2023)
2023-018

journal URL

ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks

ADROIT6G DAI-Driven Open and Programmable Architecture for 6G Networks
Christophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou, Loizos Christofi, John S. Vardakas, Erin E. Seder, Carla-Fabiana Chiasserini, Marius Iordache, Chaouki Ben Issaid, Ioannis Markopoulos, Giulio Franzese, Tanel Jarvet, Christos V. Verikoukis
IEEE Globecom Workshops 2023, Kuala Lumpur, Malaysia, December 4-8, 2023 (2023)
2023-017

journal URL

Variable Selection in Maximum Mean Discrepancy for Interpretable Distribution Comparison

Variable Selection in Maximum Mean Discrepancy for Interpretable Distribution Comparison
Kensuke Mitsuzawa, Motonobu Kanagawa, Stefano Bortoli, Margherita Grossi, Paolo Papotti
CoRR (2023)
2023-016

preprint URL

When is Importance Weighting Correction Needed for Covariate Shift Adaptation?

When is Importance Weighting Correction Needed for Covariate Shift Adaptation?
Davit Gogolashvili, Matteo Zecchin, Motonobu Kanagawa, Marios Kountouris, Maurizio Filippone
CoRR (2023)
2023-015

preprint URL

It's a Match! - A Benchmark of Task Affinity Scores for Joint Learning

It's a Match! - A Benchmark of Task Affinity Scores for Joint Learning
Raphael Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi, Pietro Michiardi
CoRR (2023)
2023-014

preprint URL

One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models

One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models
Ba-Hien Tran, Giulio Franzese, Pietro Michiardi, Maurizio Filippone
Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023 (2023)
2023-013

journal URL

Continuous-Time Functional Diffusion Processes

Continuous-Time Functional Diffusion Processes
Giulio Franzese, Giulio Corallo, Simone Rossi, Markus Heinonen, Maurizio Filippone, Pietro Michiardi
Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023 (2023)
2023-012

journal URL

Toward Generative Data Augmentation for Traffic Classification
Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi
Proceedings of the on CoNEXT Student Workshop 2023, CoNEXT-SW 2023, Paris, France, 8 December 2023 (2023)
2023-011

journal URL

Multi-View Latent Diffusion

Multi-View Latent Diffusion
Giuseppe Di Giacomo, Giulio Franzese, Tania Cerquitelli, Carla-Fabiana Chiasserini, Pietro Michiardi
IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023 (2023)
2023-010

journal URL

A Flexible Heuristic to Schedule Distributed Analytic Applications in Compute Clusters

A Flexible Heuristic to Schedule Distributed Analytic Applications in Compute Clusters
Francesco Pace, Daniele Venzano, Damiano Carra, Pietro Michiardi
IEEE Trans. Cloud Comput. (2023)
2023-009

journal URL

How Much Is Enough? A Study on Diffusion Times in Score-Based Generative Models
Giulio Franzese, Simone Rossi, Lixuan Yang, Alessandro Finamore, Dario Rossi, Maurizio Filippone, Pietro Michiardi
Entropy (2023)
2023-008

journal URL

Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA

Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA
Kaiyuan Yang, Fabio Musio, Yihui Ma, Norman Juchler, Johannes C. Paetzold, Rami Al-Maskari, Luciano Hoher, Hongwei Bran Li, Ibrahim Ethem Hamamci, Anjany Sekuboyina, Suprosanna Shit, Houjing Huang, Diana Waldmannstetter, Florian Kofler, Fernando Navarro, Martin J. Menten, Ivan Ezhov, Daniel Rueckert, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf, Julien Hammerli, Catherine Wurster, Philippe Bijlenga, Laura Westphal, Jeroen Bisschop, Elisa Colombo, Hakim Baazaoui, Andrew Makmur, James Hallinan, Benedikt Wiestler, Jan S. Kirschke, Roland Wiest, Emmanuel Montagnon, Laurent Letourneau-Guillon, Adrian Galdran, Francesco Galati, Daniele Falcetta, Maria A. Zuluaga, Chaolong Lin, Haoran Zhao, Zehan Zhang, Sinyoung Ra, Jongyun Hwang, Hyunjin Park, Junqiang Chen, Marek Wodzinski, Henning Muller, et al.
CoRR (2023)
2023-007

preprint URL

Binary Domain Generalization for Sparsifying Binary Neural Networks
Riccardo Schiavone, Francesco Galati, Maria A. Zuluaga
Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part II (2023)
2023-006

journal URL

StressID: a Multimodal Dataset for Stress Identification

StressID: a Multimodal Dataset for Stress Identification
Hava Chaptoukaev, Valeriya Strizhkova, Michele Panariello, Bianca Dalpaos, Aglind Reka, Valeria Manera, Susanne Thummler, Esma Ismailova, Nicholas W. D. Evans, Franccois Bremond, Massimiliano Todisco, Maria A. Zuluaga, Laura M. Ferrari
Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023 (2023)
2023-005

journal URL

Job-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images

Job-VS: Joint Brain-Vessel Segmentation in TOF-MRA Images
Natalia Valderrama, Ioannis Pitsiorlas, Luisa Vargas, Pablo Arbelaez, Maria A. Zuluaga
20th IEEE International Symposium on Biomedical Imaging, ISBI 2023, Cartagena, Colombia, April 18-21, 2023 (2023)
2023-004

journal URL

A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation
Francesco Galati, Daniele Falcetta, Rosa Cortese, Barbara Casolla, Ferran Prados, Ninon Burgos, Maria A. Zuluaga
34th British Machine Vision Conference 2023, BMVC 2023, Aberdeen, UK, November 20-24, 2023 (2023)
2023-003

journal URL

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M Ms Challenge

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M Ms Challenge
Carlos Martin-Isla, Victor M. Campello, Cristian Izquierdo, Kaisar Kushibar, Carla Sendra-Balcells, Polyxeni Gkontra, Alireza Sojoudi, Mitchell J. Fulton, Tewodros Weldebirhan Arega, Kumaradevan Punithakumar, Lei Li, Xiaowu Sun, Yasmina Al Khalil, Di Liu, Sana Jabbar, Sandro F. Queiros, Francesco Galati, Moona Mazher, Zheyao Gao, Marcel Beetz, Lennart Tautz, Christoforos Galazis, Marta Varela, Markus Hullebrand, Vicente Grau, Xiahai Zhuang, Domenec Puig, Maria A. Zuluaga, Hassan Mohy-ud-Din, Dimitris N. Metaxas, Marcel Breeuwer, Rob J. van der Geest, Michelle Noga, Stephanie Bricq, Mark E. Rentschler, Andrea Guala, Steffen E. Petersen, Sergio Escalera, Jose F. Rodriguez Palomares, Karim Lekadir
IEEE J. Biomed. Health Informatics (2023)
2023-002

journal URL

DAMP: accurate time series anomaly detection on trillions of datapoints and ultra-fast arriving data streams
Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh
Data Min. Knowl. Discov. (2023)
2023-001

journal URL

Optimizing the Accuracy of Randomized Embedding for Sequence Alignment

Optimizing the Accuracy of Randomized Embedding for Sequence Alignment
Yiqing Yan, Nimisha Chaturvedi, Raja Appuswamy
IEEE International Parallel and Distributed Processing Symposium, IPDPS Workshops 2022, Lyon, France, May 30 - June 3, 2022 (2022)
2022-049

journal URL

Digital Preservation with Synthetic DNA
Eugenio Marinelli, Eddy Ghabach, Yiqing Yan, Thomas Bolbroe, Omer S. Sella, Thomas Heinis, Raja Appuswamy
Trans. Large Scale Data Knowl. Centered Syst. (2022)
2022-048

journal URL

Artifacts Availability Reproducibility (VLDB 2021 Round Table)
Manos Athanassoulis, Peter Triantafillou, Raja Appuswamy, Rajesh Bordawekar, Badrish Chandramouli, Xuntao Cheng, Ioana Manolescu, Yannis Papakonstantinou, Nesime Tatbul
SIGMOD Rec. (2022)
2022-047

journal URL

Towards Passive, Migration-Free, Standardized, Long-Term Database Archival
Raja Appuswamy
SIGMOD Rec. (2022)
2022-046

journal URL

All You Need is a Good Functional Prior for Bayesian Deep Learning
Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Maurizio Filippone
J. Mach. Learn. Res. (2022)
2022-045

journal URL

Improving Scalability and Inference in Probabilistic Deep Models. (Avancements dans la scalabilité et l'inférence des modèles profonds probabilistes)
Simone Rossi
Sorbonne University, Paris, France (2022)
2022-044

journal URL

One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization

One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization
Silvia Terragni, Ismail Harrando, Pasquale Lisena, Raphael Troncy, Elisabetta Fersini
CoRR (2022)
2022-043

preprint URL

Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022 (2022)
2022-042

journal URL

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022 (2022)
2022-041

journal URL

Walks in Cyberspace: Improving Web Browsing and Network Activity Analysis with 3D Live Graph Rendering
Lionel Tailhardat, Raphael Troncy, Yoan Chabot
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022 (2022)
2022-040

journal URL

Radar Station: Using KG Embeddings for Semantic Table Interpretation and Entity Disambiguation
Jixiong Liu, Viet-Phi Huynh, Yoan Chabot, Raphael Troncy
The Semantic Web - ISWC 2022 - 21st International Semantic Web Conference, Virtual Event, October 23-27, 2022, Proceedings (2022)
2022-039

journal URL

From Heuristics to Language Models: A Journey Through the Universe of Semantic Table Interpretation with DAGOBAH
Viet-Phi Huynh, Yoan Chabot, Thomas Labbe, Jixiong Liu, Raphael Troncy
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching, SemTab 2022, co-located with the 21st International Semantic Web Conference, ISWC 2022, Virtual conference, October 23-27, 2022 (2022)
2022-038

journal URL

MUSTI - Multimodal Understanding of Smells in Texts and Images at MediaEval 2022
Ali Hurriyetoglu, Teresa Paccosi, Stefano Menini, Mathias Zinnen, Pasquale Lisena, Kiymet Akdemir, Raphael Troncy, Marieke van Erp
Working Notes Proceedings of the MediaEval 2022 Workshop, Bergen, Norway and Online, 12-13 January 2023 (2022)
2022-037

journal URL

Multimodal and Multilingual Understanding of Smells using VilBERT and mUNITER
Kiymet Akdemir, Ali Hurriyetoglu, Raphael Troncy, Teresa Paccosi, Stefano Menini, Mathias Zinnen, Vincent Christlein
Working Notes Proceedings of the MediaEval 2022 Workshop, Bergen, Norway and Online, 12-13 January 2023 (2022)
2022-036

journal URL

Capturing the Semantics of Smell: The Odeuropa Data Model for Olfactory Heritage Information
Pasquale Lisena, Daniel Schwabe, Marieke van Erp, Raphael Troncy, William Tullett, Inger Leemans, Lizzie Marx, Sofia Colette Ehrich
The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 - June 2, 2022, Proceedings (2022)
2022-035

journal URL

DAGOBAH UI: A New Hope for Semantic Table Interpretation
Christophe Sarthou-Camy, Guillaume Jourdain, Yoan Chabot, Pierre Monnin, Frederic Deuze, Viet-Phi Huynh, Jixiong Liu, Thomas Labbe, Raphael Troncy
The Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29 - June 2, 2022, Proceedings (2022)
2022-034

journal URL

Beyond Causality: Representing Event Relations in Knowledge Graphs
Youssra Rebboud, Pasquale Lisena, Raphael Troncy
Knowledge Engineering and Knowledge Management - 23rd International Conference, EKAW 2022, Bolzano, Italy, September 26-29, 2022, Proceedings (2022)
2022-033

journal URL

Automated Identification of Flaky Builds using Knowledge Graphs
Florent Moriconi, Raphael Troncy, Aurelien Francillon, Jihane Zouaoui
Companion Proceedings of the 23rd International Conference on Knowledge Engineering and Knowledge Management, Bozen-Bolzano, Italy, September 26-29, 2022 (2022)
2022-032

journal URL

A Multilingual Benchmark to Capture Olfactory Situations over Time
Stefano Menini, Teresa Paccosi, Sara Tonelli, Marieke van Erp, Inger Leemans, Pasquale Lisena, Raphael Troncy, William Tullett, Ali Hurriyetoglu, Ger Dijkstra, Femke Gordijn, Elias Jurgens, Josephine Koopman, Aron Ouwerkerk, Sanne Steen, Inna Novalija, Janez Brank, Dunja Mladenic, Anja Zidar
Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change, LChange@ACL 2022, Dublin, Ireland, May 26-27, 2022 (2022)
2022-031

journal URL

MIDI2vec: Learning MIDI embeddings for reliable prediction of symbolic music metadata
Pasquale Lisena, Albert Mero~no-Pe~nuela, Raphael Troncy
Semantic Web (2022)
2022-030

journal URL

Combining semantic and linguistic representations for media recommendation
Ismail Harrando, Raphael Troncy
Multim. Syst. (2022)
2022-029

journal URL

Understanding videos with face recognition: a complete pipeline and applications
Pasquale Lisena, Jorma Laaksonen, Raphael Troncy
Multim. Syst. (2022)
2022-028

journal URL

ProZe: Explainable and Prompt-Guided Zero-Shot Text Classification

ProZe: Explainable and Prompt-Guided Zero-Shot Text Classification
Ismail Harrando, Alison Reboud, Thomas Schleider, Thibault Ehrhart, Raphael Troncy
IEEE Internet Comput. (2022)
2022-027

journal URL

Integrity 2022: Integrity in Social Networks and Media

Integrity 2022: Integrity in Social Networks and Media
Lluis Garcia Pueyo, Panayiotis Tsaparas, Anand Bhaskar, Prathyusha Senthil Kumar, Roelof van Zwol, Timos Sellis, Anthony McCosker, Paolo Papotti
CoRR (2022)
2022-026

preprint URL

Pythia: Unsupervised Generation of Ambiguous Textual Claims from Relational Data
Enzo Veltri, Donatello Santoro, Gilbert Badaro, Mohammed Saeed, Paolo Papotti
SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022 (2022)
2022-025

journal URL

Exploratory training: when trainers learn
Omeed Habibelahian, Rajesh Shrestha, Arash Termehchy, Paolo Papotti
HILDA@SIGMOD 2022: Proceedings of the Workshop on Human-In-the-Loop Data Analytics, Philadelphia, Pennsylvania, 12 June 2022 (2022)
2022-024

journal URL

Ambiguity Detection and Textual Claims Generation from Relational Data
Enzo Veltri, Donatello Santoro, Gilbert Badaro, Mohammed Saeed, Paolo Papotti
Proceedings of the 30th Italian Symposium on Advanced Database Systems, SEBD 2022, Tirrenia (PI), Italy, June 19-22, 2022 (2022)
2022-023

journal URL

Detection of COVID-19-Related Conspiracy Theories in Tweets using Transformer-Based Models and Node Embedding Techniques
Youri Peskine, Paolo Papotti, Raphael Troncy
Working Notes Proceedings of the MediaEval 2022 Workshop, Bergen, Norway and Online, 12-13 January 2023 (2022)
2022-022

journal URL

Unsupervised Matching of Data and Text

Unsupervised Matching of Data and Text
Naser Ahmadi, Hansjorg Sand, Paolo Papotti
38th IEEE International Conference on Data Engineering, ICDE 2022, Kuala Lumpur, Malaysia, May 9-12, 2022 (2022)
2022-021

journal URL

You Are My Type! Type Embeddings for Pre-trained Language Models
Mohammed Saeed, Paolo Papotti
Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022 (2022)
2022-020

journal URL

Building A Knowledge Graph for Audit Information
Naser Ahmadi, Hansjorg Sand, Paolo Papotti
Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, Edinburgh, UK, March 29, 2022 (2022)
2022-019

journal URL

Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts?

Crowdsourced Fact-Checking at Twitter: How Does the Crowd Compare With Experts?
Mohammed Saeed, Nicolas Traub, Maelle Nicolas, Gianluca Demartini, Paolo Papotti
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022 (2022)
2022-018

journal URL

Technical Perspective of TURL: Table Understanding through Representation Learning
Paolo Papotti
SIGMOD Rec. (2022)
2022-017

journal URL

Transformers for Tabular Data Representation: A Tutorial on Models and Applications
Gilbert Badaro, Paolo Papotti
Proc. VLDB Endow. (2022)
2022-016

journal URL

Editorial: Special Issue on Deep Learning for Data Quality

Editorial: Special Issue on Deep Learning for Data Quality
Donatello Santoro, Saravanan Thirumuruganathan, Paolo Papotti
ACM J. Data Inf. Qual. (2022)
2022-015

journal URL

Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning

Safer Autonomous Driving in a Stochastic, Partially-Observable Environment by Hierarchical Contingency Planning
Ugo Lecerf, Christelle Yemdji Tchassi, Pietro Michiardi
CoRR (2022)
2022-014

preprint URL

Automatically Learning Fallback Strategies with Model-Free Reinforcement Learning in Safety-Critical Driving Scenarios
Ugo Lecerf, Christelle Yemdji Tchassi, Sebastien Aubert, Pietro Michiardi
ICMLT 2022: 7th International Conference on Machine Learning Technologies, Rome, Italy, March 11 - 13, 2022 (2022)
2022-013

journal URL

Revisiting the Effects of Stochasticity for Hamiltonian Samplers

Revisiting the Effects of Stochasticity for Hamiltonian Samplers
Giulio Franzese, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA (2022)
2022-012

journal URL

Fairness and bias correction in machine learning for depression prediction: results from four different study populations

Fairness and bias correction in machine learning for depression prediction: results from four different study populations
Vien Ngoc Dang, Anna Cascarano, Rosa H. Mulder, Charlotte Cecil, Maria A. Zuluaga, Jeronimo Hernandez-Gonzalez, Karim Lekadir
CoRR (2022)
2022-011

preprint URL

Sparsifying Binary Networks

Sparsifying Binary Networks
Riccardo Schiavone, Maria A. Zuluaga
CoRR (2022)
2022-010

preprint URL

AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics

AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics
Piera Riccio, Kristin Bergaust, Boel Christensen-Scheel, Juan Carlos De Martin, Maria A. Zuluaga, Stefano Nichele
CoRR (2022)
2022-009

preprint URL

Exploring auditory acoustic features for the diagnosis of the Covid-19

Exploring auditory acoustic features for the diagnosis of the Covid-19
Madhu R. Kamble, Jose Patino, Maria A. Zuluaga, Massimiliano Todisco
CoRR (2022)
2022-008

preprint URL

DTS: A Simulator to Estimate the Training Time of Distributed Deep Neural Networks
Wilfredo Joshua Robinson Moore, Flavio Esposito, Maria A. Zuluaga
30th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2022, Nice, France, October 18-20, 2022 (2022)
2022-007

journal URL

Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams

Matrix Profile XXIV: Scaling Time Series Anomaly Detection to Trillions of Datapoints and Ultra-fast Arriving Data Streams
Yue Lu, Renjie Wu, Abdullah Mueen, Maria A. Zuluaga, Eamonn J. Keogh
KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022 (2022)
2022-006

journal URL

Exploring Auditory Acoustic Features for The Diagnosis of Covid-19

Exploring Auditory Acoustic Features for The Diagnosis of Covid-19
Madhu R. Kamble, Jose Patino, Maria A. Zuluaga, Massimiliano Todisco
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022 (2022)
2022-005

journal URL

Translating Emotions from EEG to Visual Arts
Piera Riccio, Francesco Galati, Maria A. Zuluaga, Juan Carlos De Martin, Stefano Nichele
Artificial Intelligence in Music, Sound, Art and Design - 11th International Conference, EvoMUSART 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings (2022)
2022-004

journal URL

Class-wise Thresholding for Robust Out-of-Distribution Detection

Class-wise Thresholding for Robust Out-of-Distribution Detection
Matteo Guarrera, Baihong Jin, Tung-Wei Lin, Maria A. Zuluaga, Yuxin Chen, Alberto L. Sangiovanni-Vincentelli
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2022, New Orleans, LA, USA, June 19-20, 2022 (2022)
2022-003

journal URL

Do deep neural networks contribute to multivariate time series anomaly detection?
Julien Audibert, Pietro Michiardi, Frederic Guyard, Sebastien Marti, Maria A. Zuluaga
Pattern Recognit. (2022)
2022-002

journal URL

Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation
Vien Ngoc Dang, Francesco Galati, Rosa Cortese, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Karim Lekadir, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga
Medical Image Anal. (2022)
2022-001

journal URL

DNA4DNA: Preserving Culturally Significant Digital Data with Synthetic DNA
Eugenio Marinelli, Eddy Ghabach, Thomas Bolbroe, Omer S. Sella, Thomas Heinis, Raja Appuswamy
Proceedings of the 17th International Conference on Digital Preservation, iPRES 2021, Beijing, China, October 19-22, 2021 (2021)
2021-058

journal URL

Decoding Of Nanopore-Sequenced Synthetic DNA Storing Digital Images

Decoding Of Nanopore-Sequenced Synthetic DNA Storing Digital Images
Eva Gil San Antonio, Melpomeni Dimopoulou, Marc Antonini, Pascal Barbry, Raja Appuswamy
2021 IEEE International Conference on Image Processing, ICIP 2021, Anchorage, AK, USA, September 19-22, 2021 (2021)
2021-057

journal URL

XJoin: Portable, parallel hash join across diverse XPU architectures with oneAPI
Eugenio Marinelli, Raja Appuswamy
Proceedings of the 17th International Workshop on Data Management on New Hardware, DaMoN 2021, 21 June 2021, Virtual Event, China (2021)
2021-056

journal URL

Universal Layout Emulation for Long-Term Database Archival
Raja Appuswamy, Vincent Joguin
11th Conference on Innovative Data Systems Research, CIDR 2021, Virtual Event, January 11-15, 2021, Online Proceedings (2021)
2021-055

journal URL

OneJoin: Cross-Architecture, Scalable Edit SimilarityJoin for DNA Data Storage Using oneAPI
Eugenio Marinelli, Raja Appuswamy
International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, ADMS@VLDB 2021, Copenhagen, Denmark, August 16, 2021 (2021)
2021-054

journal URL

Image storage onto synthetic DNA
Melpomeni Dimopoulou, Marc Antonini, Pascal Barbry, Raja Appuswamy
Signal Process. Image Commun. (2021)
2021-053

journal URL

Accel-Align: a fast sequence mapper and aligner based on the seed-embed-extend method
Yiqing Yan, Nimisha Chaturvedi, Raja Appuswamy
BMC Bioinform. (2021)
2021-052

journal URL

Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations
Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone
The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event (2021)
2021-051

journal URL

Zero-Shot Information Extraction to Enhance a Knowledge Graph Describing Silk Textiles - English and Spanish neighborhood sub-graphs (Version 1)
Thomas Schleider, Raphael Troncy
Zenodo (2021)
2021-050

journal URL

SILKNOW Knowledge Graph (Version 1)
Thomas Schleider, Thibault Ehrhart, Pasquale Lisena, Raphael Troncy
Zenodo (2021)
2021-049

journal URL

Material for the paper MIDI2vec: Learning MIDI Embeddings for Reliable Prediction of Symbolic Music Metadata (Version 1.0)
Pasquale Lisena, Albert Mero~no-Pe~nuela, Raphael Troncy
Zenodo (2021)
2021-048

journal URL

How to Understand Better Smart Vehicle? Knowledge Extraction for the Automotive Sector Using Web of Things
Mahda Noura, Amelie Gyrard, Benjamin Klotz, Raphael Troncy, Soumya Kanti Datta, Martin Gaedke
Semantic IoT: Theory and Applications - Interoperability, Provenance and Beyond (2021)
2021-047

journal URL

KG Explorer: a Customisable Exploration Tool for Knowledge Graphs
Thibault Ehrhart, Pasquale Lisena, Raphael Troncy
Proceedings of the Sixth International Workshop on the Visualization and Interaction for Ontologies and Linked Data co-located with the 20th International Semantic Web Conference (ISWC 2021), Virtual Conference, 2021 (2021)
2021-046

journal URL

DAGOBAH: Table and Graph Contexts For Efficient Semantic Annotation Of Tabular Data
Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Frederic Deuze, Thomas Labbe, Pierre Monnin, Raphael Troncy
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 20th International Semantic Web Conference (ISWC 2021), Virtual conference, October 27, 2021 (2021)
2021-045

journal URL

A Framework for Automatically Interpreting Tabular Data at Orange
Yoan Chabot, Frederic Deuze, Viet-Phi Huynh, Thomas Labbe, Jixiong Liu, Pierre Monnin, Raphael Troncy
Proceedings of the ISWC 2021 Posters, Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 20th International Semantic Web Conference (ISWC 2021), Virtual Conference, October 24-28, 2021 (2021)
2021-044

journal URL

Predicting Your Next Trip: A Knowledge Graph-Based Multi-task Learning Approach for Travel Destination Recommendation

Predicting Your Next Trip: A Knowledge Graph-Based Multi-task Learning Approach for Travel Destination Recommendation
Amine Dadoun, Raphael Troncy, Michael Defoin-Platel, Gerardo Ayala Solano
Proceedings of the Workshop on Recommenders in Tourism co-located with the 15th ACM Conference on Recommender Systems (RecSys 2021), Online, September 26, 2021 (2021)
2021-043

journal URL

Improving Media Content Recommendation with Automatic Annotations (Long paper)

Improving Media Content Recommendation with Automatic Annotations (Long paper)
Ismail Harrando, Raphael Troncy
Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and Conversational Recommender Systems (KaRS) and the 5th Edition of Recommendation in Complex Environments (ComplexRec) co-located with 15th ACM Conference on Recommender Systems (RecSys 2021), Virtual Event, Amsterdam, The Netherlands, September 25, 2021 (2021)
2021-042

journal URL

Apples to Apples: A Systematic Evaluation of Topic Models
Ismail Harrando, Pasquale Lisena, Raphael Troncy
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), Held Online, 1-3 September, 2021 (2021)
2021-041

journal URL

Searching Silk Fabrics by Images Leveraging on Knowledge Graph and Domain Expert Rules
Thomas Schleider, Raphael Troncy, Thibault Ehrhart, Mareike Dorozynski, Franz Rottensteiner, Jorge Sebastian Lozano, Georgia Lo Cicero
SUMAC'21: Proceedings of the 3rd Workshop on Structuring and Understanding of Multimedia heritAge Contents, Virtual Event, China, 20 October 2021 (2021)
2021-040

journal URL

Exploring Multimodality, Perplexity and Explainability for Memorability Prediction
Alison Reboud, Ismail Harrando, Jorma Laaksonen, Raphael Troncy
Working Notes Proceedings of the MediaEval 2021 Workshop, Online, 13-15 December 2021 (2021)
2021-039

journal URL

Explainable Zero-Shot Topic Extraction Using a Common-Sense Knowledge Graph
Ismail Harrando, Raphael Troncy
3rd Conference on Language, Data and Knowledge, LDK 2021, September 1-3, 2021, Zaragoza, Spain (2021)
2021-038

journal URL

Discovering Interpretable Topics by Leveraging Common Sense Knowledge
Ismail Harrando, Raphael Troncy
K-CAP '21: Knowledge Capture Conference, Virtual Event, USA, December 2-3, 2021 (2021)
2021-037

journal URL

MINGUS: Melodic Improvisation Neural Generator Using Seq2Seq
Vincenzo Madaghiele, Pasquale Lisena, Raphael Troncy
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021 (2021)
2021-036

journal URL

What You Say Is Not What You Do: Studying Visio-Linguistic Models for TV Series Summarization

What You Say Is Not What You Do: Studying Visio-Linguistic Models for TV Series Summarization
Alison Reboud, Raphael Troncy
IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2021, Montreal, QC, Canada, October 11-17, 2021 (2021)
2021-035

journal URL

Named Entity Recognition as Graph Classification
Ismail Harrando, Raphael Troncy
The Semantic Web: ESWC 2021 Satellite Events - Virtual Event, June 6-10, 2021, Revised Selected Papers (2021)
2021-034

journal URL

Transdisciplinary Analysis of a Corpus of French Newsreels: The ANTRACT Project
Jean Carrive, Abdelkrim Beloued, Pascale Goetschel, Serge Heiden, Antoine Laurent, Pasquale Lisena, Franck Mazuet, Sylvain Meignier, Benedicte Pincemin, Geraldine Poels, Raphael Troncy
Digit. Humanit. Q. (2021)
2021-033

journal URL

Optimizing Email Marketing Campaigns in the Airline Industry using Knowledge Graph Embeddings

Optimizing Email Marketing Campaigns in the Airline Industry using Knowledge Graph Embeddings
Amine Dadoun, Raphael Troncy, Michael Defoin-Platel, Riccardo Petitti, Gerardo Ayala Solano
IEEE Data Eng. Bull. (2021)
2021-032

journal URL

Proceedings of the 2021 Truth and Trust Online Conference (TTO 2021), Virtual, October 7-8, 2021

Proceedings of the 2021 Truth and Trust Online Conference (TTO 2021), Virtual, October 7-8, 2021 (2021)
2021-031

journal URL

Computational Fact Checking is Real, but will it Stop Misinformation? (Extended Abstract)
Paolo Papotti
Proceedings of the Workshop on Misinformation Integrity in Social Networks 2021 co-located with 30th The Web Conference (TheWebConf 2021), Ljubljana, Slovenia, April 15, 2021 (2021)
2021-030

journal URL

Few-Shot Knowledge Validation using Rules
Michael Loster, Davide Mottin, Paolo Papotti, Jan Ehmuller, Benjamin Feldmann, Felix Naumann
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021 (2021)
2021-029

journal URL

Wikidata Logical Rules and Where to Find Them
Naser Ahmadi, Paolo Papotti
Companion of The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021 (2021)
2021-028

journal URL

EmbDI: Generating Embeddings for Relational Data Integration (Discussion Paper)
Riccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan
Proceedings of the 29th Italian Symposium on Advanced Database Systems, SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021 (2021)
2021-027

journal URL

Detecting COVID-19-Related Conspiracy Theories in Tweets
Youri Peskine, Giulio Alfarano, Ismail Harrando, Paolo Papotti, Raphael Troncy
Working Notes Proceedings of the MediaEval 2021 Workshop, Online, 13-15 December 2021 (2021)
2021-026

journal URL

Automatic Verification of Data Summaries
Rayhane Rezgui, Mohammed Saeed, Paolo Papotti
Proceedings of the 14th International Conference on Natural Language Generation, INLG 2021, Aberdeen, Scotland, UK, 20-24 September, 2021 (2021)
2021-025

journal URL

Automated Fact-Checking for Assisting Human Fact-Checkers
Preslav Nakov, David P. A. Corney, Maram Hasanain, Firoj Alam, Tamer Elsayed, Alberto Barron-Cede~no, Paolo Papotti, Shaden Shaar, Giovanni Da San Martino
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021 (2021)
2021-024

journal URL

RuleBERT: Teaching Soft Rules to Pre-Trained Language Models
Mohammed Saeed, Naser Ahmadi, Preslav Nakov, Paolo Papotti
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021 (2021)
2021-023

journal URL

Data Challenges in Disinformation Diffusion Analysis
Paolo Papotti
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, Nicosia, Cyprus, March 23, 2021 (2021)
2021-022

journal URL

Fact-Checking Statistical Claims with Tables

Fact-Checking Statistical Claims with Tables
Mohammed Saeed, Paolo Papotti
IEEE Data Eng. Bull. (2021)
2021-021

journal URL

Connections and Equivalences between the Nyström Method and Sparse Variational Gaussian Processes

Connections and Equivalences between the Nyström Method and Sparse Variational Gaussian Processes
Veit Wild, Motonobu Kanagawa, Dino Sejdinovic
CoRR (2021)
2021-020

preprint URL

Counterfactual Mean Embeddings
Krikamol Muandet, Motonobu Kanagawa, Sorawit Saengkyongam, Sanparith Marukatat
J. Mach. Learn. Res. (2021)
2021-019

journal URL

A Unified View of Stochastic Hamiltonian Sampling

A Unified View of Stochastic Hamiltonian Sampling
Giulio Franzese, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
CoRR (2021)
2021-018

preprint URL

Generative DNA: Representation Learning for DNA-based Approximate Image Storage
Giulio Franzese, Yiqing Yan, Giuseppe Serra, Ivan D'Onofrio, Raja Appuswamy, Pietro Michiardi
International Conference on Visual Communications and Image Processing, VCIP 2021, Munich, Germany, December 5-8, 2021 (2021)
2021-017

journal URL

Model Selection for Bayesian Autoencoders

Model Selection for Bayesian Autoencoders
Ba-Hien Tran, Simone Rossi, Dimitrios Milios, Pietro Michiardi, Edwin V. Bonilla, Maurizio Filippone
Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual (2021)
2021-016

journal URL

Multimodal Variational Autoencoders for Sensor Fusion and Cross Generation

Multimodal Variational Autoencoders for Sensor Fusion and Cross Generation
Matthieu Da Silva-Filarder, Andrea Ancora, Maurizio Filippone, Pietro Michiardi
20th IEEE International Conference on Machine Learning and Applications, ICMLA 2021, Pasadena, CA, USA, December 13-16, 2021 (2021)
2021-015

journal URL

Sparse within Sparse Gaussian Processes using Neighbor Information

Sparse within Sparse Gaussian Processes using Neighbor Information
Gia-Lac Tran, Dimitrios Milios, Pietro Michiardi, Maurizio Filippone
Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event (2021)
2021-014

journal URL

An Identifiable Double VAE For Disentangled Representations

An Identifiable Double VAE For Disentangled Representations
Graziano Mita, Maurizio Filippone, Pietro Michiardi
Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event (2021)
2021-013

journal URL

Towards a generic deep learning pipeline for traffic measurements
Raphael Azorin, Massimo Gallo, Alessandro Finamore, Maurizio Filippone, Pietro Michiardi, Dario Rossi
CoNEXT-SW '21: Proceedings of the CoNEXT Student Workshop, Virtual Event / Munich, Germany, 7 December 2021 (2021)
2021-012

journal URL

Cache-Based Multi-Query Optimization for Data-Intensive Scalable Computing Frameworks
Pietro Michiardi, Damiano Carra, Sara Migliorini
Inf. Syst. Frontiers (2021)
2021-011

journal URL

A Scalable Bayesian Sampling Method Based on Stochastic Gradient Descent Isotropization
Giulio Franzese, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
Entropy (2021)
2021-010

journal URL

Class-wise Thresholding for Detecting Out-of-Distribution Data

Class-wise Thresholding for Detecting Out-of-Distribution Data
Matteo Guarrera, Baihong Jin, Tung-Wei Lin, Maria A. Zuluaga, Yuxin Chen, Alberto L. Sangiovanni-Vincentelli
CoRR (2021)
2021-009

preprint URL

Optimization Strategies in Multi-Task Learning: Averaged or Separated Losses?

Optimization Strategies in Multi-Task Learning: Averaged or Separated Losses?
Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga
CoRR (2021)
2021-008

preprint URL

One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring

One-class Autoencoder Approach for Optimal Electrode Set-up Identification in Wearable EEG Event Monitoring
Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, Franccois Bremond, Maria A. Zuluaga
CoRR (2021)
2021-007

preprint URL

Using Out-of-Distribution Detection for Model Refinement in Cardiac Image Segmentation
Francesco Galati, Maria A. Zuluaga
Statistical Atlases and Computational Models of the Heart. Multi-Disease, Multi-View, and Multi-Center Right Ventricular Segmentation in Cardiac MRI Challenge - 12th International Workshop, STACOM@MICCAI 2021, Strasbourg, France, September 27, 2021, Revised Selected Papers (2021)
2021-006

journal URL

PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge
Madhu R. Kamble, Jose Andres Gonzalez Lopez, Teresa Grau, Juan M. Espin, Lorenzo Cascioli, Yiqing Huang, Alejandro Gomez Alanis, Jose Patino, Roberto Font, Antonio M. Peinado, Angel M. Gomez, Nicholas W. D. Evans, Maria A. Zuluaga, Massimiliano Todisco
22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30 - September 3, 2021 (2021)
2021-005

journal URL

Efficient Model Monitoring for Quality Control in Cardiac Image Segmentation
Francesco Galati, Maria A. Zuluaga
Functional Imaging and Modeling of the Heart - 11th International Conference, FIMH 2021, Stanford, CA, USA, June 21-25, 2021, Proceedings (2021)
2021-004

journal URL

One-class autoencoder approach for optimal electrode set identification in wearable EEG event monitoring^

One-class autoencoder approach for optimal electrode set identification in wearable EEG event monitoring^
Laura M. Ferrari, Guy Abi Hanna, Paolo Volpe, Esma Ismailova, Franccois Bremond, Maria A. Zuluaga
43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021 (2021)
2021-003

journal URL

From Univariate to Multivariate Time Series Anomaly Detection with Non-Local Information
Julien Audibert, Sebastien Marti, Frederic Guyard, Maria A. Zuluaga
Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers (2021)
2021-002

journal URL

Maximum Roaming Multi-Task Learning
Lucas Pascal, Pietro Michiardi, Xavier Bost, Benoit Huet, Maria A. Zuluaga
Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021 (2021)
2021-001

journal URL

Storing Digital Data Into DNA: A Comparative Study Of Quaternary Code Construction

Storing Digital Data Into DNA: A Comparative Study Of Quaternary Code Construction
Melpomeni Dimopoulou, Marc Antonini, Pascal Barbry, Raja Appuswamy
2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020 (2020)
2020-047

journal URL

A system design for elastically scaling transaction processing engines in virtualized servers
Angelos-Christos G. Anadiotis, Raja Appuswamy, Anastasia Ailamaki, Ilan Bronshtein, Hillel Avni, David Dominguez-Sal, Shay Goikhman, Eliezer Levy
Proc. VLDB Endow. (2020)
2020-046

journal URL

Rethinking Sparse Gaussian Processes: Bayesian Approaches to Inducing-Variable Approximations

Rethinking Sparse Gaussian Processes: Bayesian Approaches to Inducing-Variable Approximations
Simone Rossi, Markus Heinonen, Edwin V. Bonilla, Zheyang Shen, Maurizio Filippone
CoRR (2020)
2020-045

preprint URL

Walsh-Hadamard Variational Inference for Bayesian Deep Learning

Walsh-Hadamard Variational Inference for Bayesian Deep Learning
Simone Rossi, Sebastien Marmin, Maurizio Filippone
Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual (2020)
2020-044

journal URL

Many-to-one Recurrent Neural Network for Session-based Recommendation

Many-to-one Recurrent Neural Network for Session-based Recommendation
Amine Dadoun, Raphael Troncy
CoRR (2020)
2020-043

preprint URL

Two Stages Approach for Tweet Engagement Prediction

Two Stages Approach for Tweet Engagement Prediction
Amine Dadoun, Ismail Harrando, Pasquale Lisena, Alison Reboud, Raphael Troncy
CoRR (2020)
2020-042

preprint URL

Joint Proceedings of Workshops AI4LEGAL2020, NLIWOD, PROFILES 2020, QuWeDa 2020 and SEMIFORM2020 Colocated with the 19th International Semantic Web Conference (ISWC 2020), Virtual Conference, November, 2020

Joint Proceedings of Workshops AI4LEGAL2020, NLIWOD, PROFILES 2020, QuWeDa 2020 and SEMIFORM2020 Colocated with the 19th International Semantic Web Conference (ISWC 2020), Virtual Conference, November, 2020 (2020)
2020-041

journal URL

AI4TV '20: Proceedings of the 2nd International Workshop on AI for Smart TV Content Production, Access and Delivery, Seattle, WA, USA, October 2, 2020

AI4TV '20: Proceedings of the 2nd International Workshop on AI for Smart TV Content Production, Access and Delivery, Seattle, WA, USA, October 2, 2020 (2020)
2020-040

journal URL

The Semantic Web: ESWC 2020 Satellite Events - ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31 - June 4, 2020, Revised Selected Papers

The Semantic Web: ESWC 2020 Satellite Events - ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31 - June 4, 2020, Revised Selected Papers (2020)
2020-039

journal URL

Representing Complex Knowledge for Exploration and Recommendation: The Case of Classical Music Information
Pasquale Lisena, Raphael Troncy
Applications and Practices in Ontology Design, Extraction, and Reasoning (2020)
2020-038

journal URL

Using Fan-Made Content, Subtitles and Face Recognition for Character-Centric Video Summarization
Ismail Harrando, Alison Reboud, Pasquale Lisena, Raphael Troncy, Jorma Laaksonen, Anja Virkkunen, Mikko Kurimo
2020 TREC Video Retrieval Evaluation, TRECVID 2020, Gaithersburg, MD, USA, December 8-11, 2020 (2020)
2020-037

journal URL

DAGOBAH: Enhanced Scoring Algorithms for Scalable Annotations of Tabular Data
Viet-Phi Huynh, Jixiong Liu, Yoan Chabot, Thomas Labbe, Pierre Monnin, Raphael Troncy
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching (SemTab 2020) co-located with the 19th International Semantic Web Conference (ISWC 2020), Virtual conference (originally planned to be in Athens, Greece), November 5, 2020 (2020)
2020-036

journal URL

AI4TV 2020: 2nd International Workshop on AI for Smart TV Content Production, Access and Delivery

AI4TV 2020: 2nd International Workshop on AI for Smart TV Content Production, Access and Delivery
Raphael Troncy, Jorma Laaksonen, Hamed R. Tavakoli, Lyndon J. B. Nixon, Vasileios Mezaris, Mohammad Hosseini
MM '20: The 28th ACM International Conference on Multimedia, Virtual Event / Seattle, WA, USA, October 12-16, 2020 (2020)
2020-035

journal URL

Predicting Media Memorability with Audio, Video, and Text representations
Alison Reboud, Ismail Harrando, Jorma Laaksonen, Raphael Troncy
Working Notes Proceedings of the MediaEval 2020 Workshop, Online, 14-15 December 2020 (2020)
2020-034

journal URL

DAGOBAH : Un système d'annotation sémantique de données tabulaires indépendant du contexte
Yoan Chabot, Thomas Labbe, Jixiong Liu, Raphael Troncy
IC 2020 : 31es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 31st French Knowledge Engineering Conference), Angers, France, June 29 - July 3, 2020 (2020)
2020-033

journal URL

SKG4J 2020: 1st International Workshop on Semantic and Knowledge Graph Advances for Journalism

SKG4J 2020: 1st International Workshop on Semantic and Knowledge Graph Advances for Journalism
Tareq Al-Moslmi, Raphael Troncy, Andre Freitas, Davide Ceolin, Abdullatif Abolohom
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020 (2020)
2020-032

journal URL

entity2rec: Property-specific knowledge graph embeddings for item recommendation
Enrico Palumbo, Diego Monti, Giuseppe Rizzo, Raphael Troncy, Elena Baralis
Expert Syst. Appl. (2020)
2020-031

journal URL

Creating Embeddings of Heterogeneous Relational Datasets for Data Integration Tasks
Riccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan
Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020 (2020)
2020-030

journal URL

User-driven Error Detection for Time Series with Events

User-driven Error Detection for Time Series with Events
Kim-Hung Le, Paolo Papotti
36th IEEE International Conference on Data Engineering, ICDE 2020, Dallas, TX, USA, April 20-24, 2020 (2020)
2020-029

journal URL

Cleaning data with Llunatic
Floris Geerts, Giansalvatore Mecca, Paolo Papotti, Donatello Santoro
VLDB J. (2020)
2020-028

journal URL

Making AI Machines Work for Humans in FoW
Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, Franccois Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida
SIGMOD Rec. (2020)
2020-027

journal URL

Scrutinizer: Fact Checking Statistical Claims
Georgios Karagiannis, Mohammed Saeed, Paolo Papotti, Immanuel Trummer
Proc. VLDB Endow. (2020)
2020-026

journal URL

Scrutinizer: A Mixed-Initiative Approach to Large-Scale, Data-Driven Claim Verification
Georgios Karagiannis, Mohammed Saeed, Paolo Papotti, Immanuel Trummer
Proc. VLDB Endow. (2020)
2020-025

journal URL

RuleHub: A Public Corpus of Rules for Knowledge Graphs

RuleHub: A Public Corpus of Rules for Knowledge Graphs
Naser Ahmadi, Thi-Thuy-Duyen Truong, Le-Hong-Mai Dao, Stefano Ortona, Paolo Papotti
ACM J. Data Inf. Qual. (2020)
2020-024

journal URL

Mining Expressive Rules in Knowledge Graphs

Mining Expressive Rules in Knowledge Graphs
Naser Ahmadi, Viet-Phi Huynh, Venkata Vamsikrishna Meduri, Stefano Ortona, Paolo Papotti
ACM J. Data Inf. Qual. (2020)
2020-023

journal URL

Probabilistic Ensemble of Deep Information Networks
Giulio Franzese, Monica Visintin
Entropy (2020)
2020-022

journal URL

Simulator Calibration under Covariate Shift with Kernels
Keiichi Kisamori, Motonobu Kanagawa, Keisuke Yamazaki
The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy] (2020)
2020-021

journal URL

Model-based kernel sum rule: kernel Bayesian inference with probabilistic models
Yu Nishiyama, Motonobu Kanagawa, Arthur Gretton, Kenji Fukumizu
Mach. Learn. (2020)
2020-020

journal URL

Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings
Motonobu Kanagawa, Bharath K. Sriperumbudur, Kenji Fukumizu
Found. Comput. Math. (2020)
2020-019

journal URL

Learning Optimal Conditional Priors For Disentangled Representations

Learning Optimal Conditional Priors For Disentangled Representations
Graziano Mita, Maurizio Filippone, Pietro Michiardi
CoRR (2020)
2020-018

preprint URL

Isotropic SGD: a Practical Approach to Bayesian Posterior Sampling

Isotropic SGD: a Practical Approach to Bayesian Posterior Sampling
Giulio Franzese, Rosa Candela, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
CoRR (2020)
2020-017

preprint URL

A Variational View on Bootstrap Ensembles as Bayesian Inference

A Variational View on Bootstrap Ensembles as Bayesian Inference
Dimitrios Milios, Pietro Michiardi, Maurizio Filippone
CoRR (2020)
2020-016

preprint URL

LIBRE: Learning Interpretable Boolean Rule Ensembles
Graziano Mita, Paolo Papotti, Maurizio Filippone, Pietro Michiardi
The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy] (2020)
2020-015

journal URL

Elastic Provisioning of Cloud Caches: A Cost-Aware TTL Approach

Elastic Provisioning of Cloud Caches: A Cost-Aware TTL Approach
Damiano Carra, Giovanni Neglia, Pietro Michiardi
IEEE/ACM Trans. Netw. (2020)
2020-014

journal URL

A comparative evaluation of novelty detection algorithms for discrete sequences
Remi Domingues, Pietro Michiardi, Jeremie Barlet, Maurizio Filippone
Artif. Intell. Rev. (2020)
2020-013

journal URL

Automatic Right Ventricle Segmentation using Multi-Label Fusion in Cardiac MRI

Automatic Right Ventricle Segmentation using Multi-Label Fusion in Cardiac MRI
Maria A. Zuluaga, M. Jorge Cardoso, Sebastien Ourselin
CoRR (2020)
2020-012

preprint URL

Multi-objective Consensus Clustering Framework for Flight Search Recommendation

Multi-objective Consensus Clustering Framework for Flight Search Recommendation
Sujoy Chatterjee, Nicolas Pasquier, Simon Nanty, Maria A. Zuluaga
CoRR (2020)
2020-011

preprint URL

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VII

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VII (2020)
2020-010

journal URL

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VI

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part VI (2020)
2020-009

journal URL

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part V

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part V (2020)
2020-008

journal URL

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part IV

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part IV (2020)
2020-007

journal URL

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part III

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part III (2020)
2020-006

journal URL

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part II

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part II (2020)
2020-005

journal URL

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part I

Medical Image Computing and Computer Assisted Intervention - MICCAI 2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020, Proceedings, Part I (2020)
2020-004

journal URL

Model Monitoring and Dynamic Model Selection in Travel Time-Series Forecasting
Rosa Candela, Pietro Michiardi, Maurizio Filippone, Maria A. Zuluaga
Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track - European Conference, ECML PKDD 2020, Ghent, Belgium, September 14-18, 2020, Proceedings, Part IV (2020)
2020-003

journal URL

USAD: UnSupervised Anomaly Detection on Multivariate Time Series

USAD: UnSupervised Anomaly Detection on Multivariate Time Series
Julien Audibert, Pietro Michiardi, Frederic Guyard, Sebastien Marti, Maria A. Zuluaga
KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Virtual Event, CA, USA, August 23-27, 2020 (2020)
2020-002

journal URL

Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI
Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Jon O. Cleary, Benjamin Sinclair, Ian F. Harrison, Bernard Siow, Karteek Popuri, Sieun Lee, Joanne A. Matsubara, Marinko V. Sarunic, Mirza Faisal Beg, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sebastien Ourselin
NeuroImage (2020)
2020-001

journal URL

Cheap Data Analytics on Cold Storage
Raja Appuswamy
Encyclopedia of Big Data Technologies (2019)
2019-050

journal URL

Hardware-Conscious Hash-Joins on GPUs

Hardware-Conscious Hash-Joins on GPUs
Panagiotis Sioulas, Periklis Chrysogelos, Manos Karpathiotakis, Raja Appuswamy, Anastasia Ailamaki
35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, China, April 8-11, 2019 (2019)
2019-049

journal URL

Taster: Self-Tuning, Elastic and Online Approximate Query Processing

Taster: Self-Tuning, Elastic and Online Approximate Query Processing
Matthaios Olma, Odysseas Papapetrou, Raja Appuswamy, Anastasia Ailamaki
35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, China, April 8-11, 2019 (2019)
2019-048

journal URL

A biologically constrained encoding solution for long-term storage of images onto synthetic DNA
Melpomeni Dimopoulou, Marc Antonini, Pascal Barbry, Raja Appuswamy
27th European Signal Processing Conference, EUSIPCO 2019, A Coruña, Spain, September 2-6, 2019 (2019)
2019-047

journal URL

Cold Storage Data Archives: More Than Just a Bunch of Tapes
Bunjamin Memishi, Raja Appuswamy, Marcus Paradies
Proceedings of the 15th International Workshop on Data Management on New Hardware, DaMoN 2019, Amsterdam, The Netherlands, 1 July 2019 (2019)
2019-046

journal URL

OligoArchive: Using DNA in the DBMS storage hierarchy
Raja Appuswamy, Kevin Le Brigand, Pascal Barbry, Marc Antonini, Olivier Madderson, Paul S. Freemont, James McDonald, Thomas Heinis
9th Biennial Conference on Innovative Data Systems Research, CIDR 2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings (2019)
2019-045

journal URL

HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines
Periklis Chrysogelos, Manos Karpathiotakis, Raja Appuswamy, Anastasia Ailamaki
Proc. VLDB Endow. (2019)
2019-044

journal URL

The five-minute rule 30 years later and its impact on the storage hierarchy

The five-minute rule 30 years later and its impact on the storage hierarchy
Raja Appuswamy, Goetz Graefe, Renata Borovica-Gajic, Anastasia Ailamaki
Commun. ACM (2019)
2019-043

journal URL

Efficient Approximate Inference with Walsh-Hadamard Variational Inference

Efficient Approximate Inference with Walsh-Hadamard Variational Inference
Simone Rossi, Sebastien Marmin, Maurizio Filippone
CoRR (2019)
2019-042

preprint URL

Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, and Semantic Statistics co-located with 18th International Semantic Web Conference (ISWC 2019)

Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, and Semantic Statistics co-located with 18th International Semantic Web Conference (ISWC 2019) (2019)
2019-041

journal URL

Proceedings of the 1st International Workshop on AI for Smart TV Content Production, Access and Delivery, AI4TV@MM 2019, Nice, France, October 21, 2019

Proceedings of the 1st International Workshop on AI for Smart TV Content Production, Access and Delivery, AI4TV@MM 2019, Nice, France, October 21, 2019 (2019)
2019-040

journal URL

Proceedings of the 10th International Conference on Knowledge Capture, K-CAP 2019, Marina Del Rey, CA, USA, November 19-21, 2019

Proceedings of the 10th International Conference on Knowledge Capture, K-CAP 2019, Marina Del Rey, CA, USA, November 19-21, 2019 (2019)
2019-039

journal URL

Searching News Articles Using an Event Knowledge Graph Leveraged by Wikidata
Charlotte Rudnik, Thibault Ehrhart, Olivier Ferret, Denis Teyssou, Raphael Troncy, Xavier Tannier
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019 (2019)
2019-038

journal URL

Location Embeddings for Next Trip Recommendation
Amine Dadoun, Raphael Troncy, Olivier Ratier, Riccardo Petitti
Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019 (2019)
2019-037

journal URL

Easy Web API Development with SPARQL Transformer
Pasquale Lisena, Albert Mero~no-Pe~nuela, Tobias Kuhn, Raphael Troncy
The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II (2019)
2019-036

journal URL

EURECOM at the SemStats 2019 Challenge
Thibault Ehrhart, Raphael Troncy
Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, and Semantic Statistics co-located with 18th International Semantic Web Conference (ISWC 2019) (2019)
2019-035

journal URL

DAGOBAH: An End-to-End Context-Free Tabular Data Semantic Annotation System
Yoan Chabot, Thomas Labbe, Jixiong Liu, Raphael Troncy
Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 18th International Semantic Web Conference, SemTab@ISWC 2019, Auckland, New Zealand, October 30, 2019 (2019)
2019-034

journal URL

AI4TV 2019: 1st International Workshop on AI for Smart TV Content Production, Access and Delivery

AI4TV 2019: 1st International Workshop on AI for Smart TV Content Production, Access and Delivery
Raphael Troncy, Jorma Laaksonen, Hamed R. Tavakoli, Lyndon J. B. Nixon, Vasileios Mezaris
Proceedings of the 27th ACM International Conference on Multimedia, MM 2019, Nice, France, October 21-25, 2019 (2019)
2019-033

journal URL

Combining Textual and Visual Modeling for Predicting Media Memorability
Alison Reboud, Ismail Harrando, Jorma Laaksonen, Danny Francis, Raphael Troncy, Hector Laria Mantecon
Working Notes Proceedings of the MediaEval 2019 Workshop, Sophia Antipolis, France, 27-30 October 2019 (2019)
2019-032

journal URL

Session details: Keynote Address
Raphael Troncy
Proceedings of the 10th International Conference on Knowledge Capture, K-CAP 2019, Marina Del Rey, CA, USA, November 19-21, 2019 (2019)
2019-031

journal URL

Modeling dangerous driving events based on in-vehicle data using Random Forest and Recurrent Neural Network

Modeling dangerous driving events based on in-vehicle data using Random Forest and Recurrent Neural Network
Daniel Alvarez-Coello, Benjamin Klotz, Daniel Wilms, Sofien Fejji, Jorge Marx Gomez, Raphael Troncy
2019 IEEE Intelligent Vehicles Symposium, IV 2019, Paris, France, June 9-12, 2019 (2019)
2019-030

journal URL

Une nouvelle méthode ensembliste pour la reconnaissance et la désambiguïsation d'entités nommées en utilisant des réseaux de neurones
Lorenzo Canale, Pasquale Lisena, Raphael Troncy
IC 2019: 30es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 30th French Knowledge Engineering Conference), Toulouse, France, July 2-4, 2019 (2019)
2019-029

journal URL

DOREMUS: un graphe d'œuvres musicales interconnectées
Manel Achichi, Pasquale Lisena, Konstantin Todorov, Raphael Troncy, Jean Delahousse
IC 2019: 30es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 30th French Knowledge Engineering Conference), Toulouse, France, July 2-4, 2019 (2019)
2019-028

journal URL

Tinderbook: Fall in Love with Culture
Enrico Palumbo, Alberto Buzio, Andrea Gaiardo, Giuseppe Rizzo, Raphael Troncy, Elena Baralis
The Semantic Web - 16th International Conference, ESWC 2019, Portorož, Slovenia, June 2-6, 2019, Proceedings (2019)
2019-027

journal URL

STEM: Stacked threshold-based entity matching for knowledge base generation
Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy
Semantic Web (2019)
2019-026

journal URL

Best practices for publishing, retrieving, and using spatial data on the web
Linda van den Brink, Payam M. Barnaghi, Jeremy Tandy, Ghislain Atemezing, Rob Atkinson, Byron Cochrane, Yasmin Fathy, Raul Garcia-Castro, Armin Haller, Andreas Harth, Krzysztof Janowicz, Sefki Kolozali, Bart van Leeuwen, Maxime Lefranccois, Joshua Lieberman, Andrea Perego, Danh Le Phuoc, Bill Roberts, Kerry Taylor, Raphael Troncy
Semantic Web (2019)
2019-025

journal URL

Local Embeddings for Relational Data Integration

Local Embeddings for Relational Data Integration
Riccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan
CoRR (2019)
2019-024

preprint URL

Data Integration
Paolo Papotti, Donatello Santoro
Encyclopedia of Big Data Technologies (2019)
2019-023

journal URL

Schema Mapping
Paolo Papotti
Encyclopedia of Big Data Technologies (2019)
2019-022

journal URL

Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019

Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019 (2019)
2019-021

journal URL

Explainable Fact Checking with Probabilistic Answer Set Programming
Naser Ahmadi, Joohyung Lee, Paolo Papotti, Mohammed Saeed
Proceedings of the 2019 Truth and Trust Online Conference (TTO 2019), London, UK, October 4-5, 2019 (2019)
2019-020

journal URL

GAIA: A Framework for Schema Mapping Reuse (extended abstract)
Paolo Atzeni, Luigi Bellomarini, Paolo Papotti, Riccardo Torlone
Proceedings of the 27th Italian Symposium on Advanced Database Systems, Castiglione della Pescaia (Grosseto), Italy, June 16-19, 2019 (2019)
2019-019

journal URL

A Benchmark for Fact Checking Algorithms Built on Knowledge Bases

A Benchmark for Fact Checking Algorithms Built on Knowledge Bases
Viet-Phi Huynh, Paolo Papotti
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019 (2019)
2019-018

journal URL

Buckle: Evaluating Fact Checking Algorithms Built on Knowledge Bases
Viet-Phi Huynh, Paolo Papotti
Proc. VLDB Endow. (2019)
2019-017

journal URL

Meta-Mappings for Schema Mapping Reuse
Paolo Atzeni, Luigi Bellomarini, Paolo Papotti, Riccardo Torlone
Proc. VLDB Endow. (2019)
2019-016

journal URL

Model Selection for Simulator-based Statistical Models: A Kernel Approach

Model Selection for Simulator-based Statistical Models: A Kernel Approach
Takafumi Kajihara, Motonobu Kanagawa, Yuuki Nakaguchi, Kanishka Khandelwal, Kenji Fukumizu
CoRR (2019)
2019-015

preprint URL

Convergence Guarantees for Adaptive Bayesian Quadrature Methods

Convergence Guarantees for Adaptive Bayesian Quadrature Methods
Motonobu Kanagawa, Philipp Hennig
Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada (2019)
2019-014

journal URL

On the positivity and magnitudes of Bayesian quadrature weights
Toni Karvonen, Motonobu Kanagawa, Simo Sarkka
Stat. Comput. (2019)
2019-013

journal URL

Sparsification as a Remedy for Staleness in Distributed Asynchronous SGD

Sparsification as a Remedy for Staleness in Distributed Asynchronous SGD
Rosa Candela, Giulio Franzese, Maurizio Filippone, Pietro Michiardi
CoRR (2019)
2019-012

preprint URL

Exact gaussian process regression with distributed computations

Exact gaussian process regression with distributed computations
Duc-Trung Nguyen, Maurizio Filippone, Pietro Michiardi
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, SAC 2019, Limassol, Cyprus, April 8-12, 2019 (2019)
2019-011

journal URL

TTL-based Cloud Caches

TTL-based Cloud Caches
Damiano Carra, Giovanni Neglia, Pietro Michiardi
2019 IEEE Conference on Computer Communications, INFOCOM 2019, Paris, France, April 29 - May 2, 2019 (2019)
2019-010

journal URL

Good Initializations of Variational Bayes for Deep Models

Good Initializations of Variational Bayes for Deep Models
Simone Rossi, Pietro Michiardi, Maurizio Filippone
Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA (2019)
2019-009

journal URL

In-memory Caching for Multi-query Optimization of Data-intensive Scalable Computing Workloads
Pietro Michiardi, Damiano Carra, Sara Migliorini
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019 (2019)
2019-008

journal URL

Dynamic Resource Shaping for Compute Clusters

Dynamic Resource Shaping for Compute Clusters
Francesco Pace, Dimitrios Milios, Damiano Carra, Pietro Michiardi
2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 (2019)
2019-007

journal URL

Calibrating Deep Convolutional Gaussian Processes
Gia-Lac Tran, Edwin V. Bonilla, John P. Cunningham, Pietro Michiardi, Maurizio Filippone
The 22nd International Conference on Artificial Intelligence and Statistics, AISTATS 2019, 16-18 April 2019, Naha, Okinawa, Japan (2019)
2019-006

journal URL

Memory Partitioning and Management in Memcached

Memory Partitioning and Management in Memcached
Damiano Carra, Pietro Michiardi
IEEE Trans. Serv. Comput. (2019)
2019-005

journal URL

Network level perspective in web sessions troubleshooting
Marco Milanesio, Christian Callegari, Pietro Michiardi
Int. J. Commun. Syst. (2019)
2019-004

journal URL

Towards Quantifying Neurovascular Resilience
Stefano Moriconi, Rafael Rehwald, Maria A. Zuluaga, Hans Rolf Jager, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso
Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - First International Workshop, MLMECH 2019, and 8th Joint International Workshop, CVII-STENT 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings (2019)
2019-003

journal URL

Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees

Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees
Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jager, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso
IEEE Trans. Medical Imaging (2019)
2019-002

journal URL

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation

DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image Segmentation
Guotai Wang, Maria A. Zuluaga, Wenqi Li, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sebastien Ourselin, Tom Vercauteren
IEEE Trans. Pattern Anal. Mach. Intell. (2019)
2019-001

journal URL

Sequence Alignment Through the Looking Glass

Sequence Alignment Through the Looking Glass
Raja Appuswamy, Jacques Fellay, Nimisha Chaturvedi
2018 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2018, Vancouver, BC, Canada, May 21-25, 2018 (2018)
2018-042

journal URL

Semantic Trails of City Explorations: How Do We Live a City

Semantic Trails of City Explorations: How Do We Live a City
Diego Monti, Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, Maurizio Morisio
CoRR (2018)
2018-041

preprint URL

Topical Community Detection in Event-based Social Network

Topical Community Detection in Event-based Social Network
Houda Khrouf, Raphael Troncy
CoRR (2018)
2018-040

preprint URL

Joint Proceedings of the International Workshops on Contextualized Knowledge Graphs, and Semantic Statistics co-located with 17th International Semantic Web Conference (ISWC 2018)

Joint Proceedings of the International Workshops on Contextualized Knowledge Graphs, and Semantic Statistics co-located with 17th International Semantic Web Conference (ISWC 2018) (2018)
2018-039

journal URL

The Semantic Web - 15th International Conference, ESWC 2018, Heraklion, Crete, Greece, June 3-7, 2018, Proceedings

The Semantic Web - 15th International Conference, ESWC 2018, Heraklion, Crete, Greece, June 3-7, 2018, Proceedings (2018)
2018-038

journal URL

Transforming the JSON Output of SPARQL Queries for Linked Data Clients
Pasquale Lisena, Raphael Troncy
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018 (2018)
2018-037

journal URL

Generating Semantic Trajectories Using a Car Signal Ontology
Benjamin Klotz, Raphael Troncy, Daniel Wilms, Christian Bonnet
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018 (2018)
2018-036

journal URL

The MeMAD Submission to the WMT18 Multimodal Translation Task
Stig-Arne Gronroos, Benoit Huet, Mikko Kurimo, Jorma Laaksonen, Bernard Merialdo, Phu Pham, Mats Sjoberg, Umut Sulubacak, Jorg Tiedemann, Raphael Troncy, Raul Vazquez
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, WMT 2018, Belgium, Brussels, October 31 - November 1, 2018 (2018)
2018-035

journal URL

JeuxDeLiens: Word Embeddings and Path-Based Similarity for Entity Linking using the French JeuxDeMots Lexical Semantic Network
Julien Plu, Kevin Cousot, Mathieu Lafourcade, Raphael Troncy, Giuseppe Rizzo
Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1 - Articles longs, articles courts de TALN, Rennes, France, May 14-18, 2018 (2018)
2018-034

journal URL

A Novel Ensemble Method for Named Entity Recognition and Disambiguation Based on Neural Network
Lorenzo Canale, Pasquale Lisena, Raphael Troncy
The Semantic Web - ISWC 2018 - 17th International Semantic Web Conference, Monterey, CA, USA, October 8-12, 2018, Proceedings, Part I (2018)
2018-033

journal URL

VSSo: The Vehicle Signal and Attribute Ontology
Benjamin Klotz, Raphael Troncy, Daniel Wilms, Christian Bonnet
Proceedings of the 9th International Semantic Sensor Networks Workshop co-located with 17th International Semantic Web Conference, SSN@ISWC 2018, Monterey, CA, United States, October 9, 2018 (2018)
2018-032

journal URL

DOREMUS: A Graph of Linked Musical Works
Manel Achichi, Pasquale Lisena, Konstantin Todorov, Raphael Troncy, Jean Delahousse
The Semantic Web - ISWC 2018 - 17th International Semantic Web Conference, Monterey, CA, USA, October 8-12, 2018, Proceedings, Part II (2018)
2018-031

journal URL

An Ensemble Approach of Recurrent Neural Networks using Pre-Trained Embeddings for Playlist Completion

An Ensemble Approach of Recurrent Neural Networks using Pre-Trained Embeddings for Playlist Completion
Diego Monti, Enrico Palumbo, Giuseppe Rizzo, Pasquale Lisena, Raphael Troncy, Michael Fell, Elena Cabrio, Maurizio Morisio
Proceedings of the ACM Recommender Systems Challenge, RecSys Challenge 2018, Vancouver, BC, Canada, October 2, 2018 (2018)
2018-030

journal URL

Sanaphor++: Combining Deep Neural Networks with Semantics for Coreference Resolution
Julien Plu, Roman Prokofyev, Alberto Tonon, Philippe Cudre-Mauroux, Djellel Eddine Difallah, Raphael Troncy, Giuseppe Rizzo
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018, Miyazaki, Japan, May 7-12, 2018 (2018)
2018-029

journal URL

Controlled Vocabularies for Music Metadata
Pasquale Lisena, Konstantin Todorov, Cecile Cecconi, Franccoise Leresche, Isabelle Canno, Frederic Puyrenier, Martine Voisin, Thierry Le Meur, Raphael Troncy
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018 (2018)
2018-028

journal URL

A model of exploratory search for evaluating its systems applications
Emilie Palagi, Alain Giboin, Fabien Gandon, Raphael Troncy
Proceedings of the 30th Conference on l'Interaction Homme-Machine, IHM 2018, Brest, France, October 23-26, 2018 (2018)
2018-027

journal URL

Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda

Emotion-Awareness for Intelligent Vehicle Assistants: A Research Agenda
Hans-Jorg Vogel, Christian Suss, Thomas Hubregtsen, Elisabeth Andre, Bjorn W. Schuller, Jer^ome Harri, Jorg Conradt, Asaf Adi, Alexander Zadorojniy, Jacques M. B. Terken, Jonas Beskow, Ann Morrison, Kynan Eng, Florian Eyben, Samer Al Moubayed, Susanne Muller, Nicholas Cummins, Viviane S. Ghaderi, Ronee Chadowitz, Raphael Troncy, Benoit Huet, Melek Onen, Adlen Ksentini
1st IEEE/ACM International Workshop on Software Engineering for AI in Autonomous Systems, SEFAIAS@ICSE 2018, Gothenburg, Sweden, May 28, 2018 (2018)
2018-026

journal URL

A Car as a Semantic Web Thing: Motivation and Demonstration
Benjamin Klotz, Soumya Kanti Datta, Daniel Wilms, Raphael Troncy, Christian Bonnet
2018 Global Internet of Things Summit, GIoTS 2018, Bilbao, Spain, June 4-7, 2018 (2018)
2018-025

journal URL

Translational Models for Item Recommendation
Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, Elena Baralis, Michele Osella, Enrico Ferro
The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers (2018)
2018-024

journal URL

Knowledge Graph Embeddings with node2vec for Item Recommendation
Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, Elena Baralis, Michele Osella, Enrico Ferro
The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers (2018)
2018-023

journal URL

An Empirical Comparison of Knowledge Graph Embeddings for Item Recommendation
Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, Elena Baralis, Michele Osella, Enrico Ferro
Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) co-located with the 15th Extended Semantic Web Conerence (ESWC 2018), Heraklion, Crete, Greece, June 4, 2018 (2018)
2018-022

journal URL

Schema Mappings: From Data Translation to Data Cleaning
Giansalvatore Mecca, Paolo Papotti, Donatello Santoro
A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years (2018)
2018-021

journal URL

Towards a Benchmark for Fact Checking with Knowledge Bases
Viet-Phi Huynh, Paolo Papotti
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018 (2018)
2018-020

journal URL

Let's Make It Dirty with BART!
Donatello Santoro, Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renee J. Miller, Paolo Papotti
Proceedings of the 26th Italian Symposium on Advanced Database Systems, Castellaneta Marina (Taranto), Italy, June 24-27, 2018 (2018)
2018-019

journal URL

Robust Discovery of Positive and Negative Rules in Knowledge Bases

Robust Discovery of Positive and Negative Rules in Knowledge Bases
Stefano Ortona, Venkata Vamsikrishna Meduri, Paolo Papotti
34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018 (2018)
2018-018

journal URL

RuDiK: Rule Discovery in Knowledge Bases
Stefano Ortona, Venkata Vamsikrishna Meduri, Paolo Papotti
Proc. VLDB Endow. (2018)
2018-017

journal URL

RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -
Divy Agrawal, Sanjay Chawla, Bertty Contreras-Rojas, Ahmed K. Elmagarmid, Yasser Idris, Zoi Kaoudi, Sebastian Kruse, Ji Lucas, Essam Mansour, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Nan Tang, Saravanan Thirumuruganathan, Anis Troudi
Proc. VLDB Endow. (2018)
2018-016

journal URL

Deep Information Networks

Deep Information Networks
Giulio Franzese, Monica Visintin
CoRR (2018)
2018-015

preprint URL

Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences

Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences
Motonobu Kanagawa, Philipp Hennig, Dino Sejdinovic, Bharath K. Sriperumbudur
CoRR (2018)
2018-014

preprint URL

Counterfactual Mean Embedding: A Kernel Method for Nonparametric Causal Inference

Counterfactual Mean Embedding: A Kernel Method for Nonparametric Causal Inference
Krikamol Muandet, Motonobu Kanagawa, Sorawit Saengkyongam, Sanparith Marukatat
CoRR (2018)
2018-013

preprint URL

Kernel Recursive ABC: Point Estimation with Intractable Likelihood

Kernel Recursive ABC: Point Estimation with Intractable Likelihood
Takafumi Kajihara, Motonobu Kanagawa, Keisuke Yamazaki, Kenji Fukumizu
Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Stockholmsmässan, Stockholm, Sweden, July 10-15, 2018 (2018)
2018-012

journal URL

A Data-Driven Approach to Dynamically Adjust Resource Allocation for Compute Clusters

A Data-Driven Approach to Dynamically Adjust Resource Allocation for Compute Clusters
Francesco Pace, Dimitrios Milios, Damiano Carra, Daniele Venzano, Pietro Michiardi
CoRR (2018)
2018-011

preprint URL

Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification

Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification
Dimitrios Milios, Raffaello Camoriano, Pietro Michiardi, Lorenzo Rosasco, Maurizio Filippone
Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada (2018)
2018-010

journal URL

Data-Driven Resource Shaping for Compute Clusters

Data-Driven Resource Shaping for Compute Clusters
Francesco Pace, Dimitrios Milios, Damiano Carra, Daniele Venzano, Pietro Michiardi
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2018, Carlsbad, CA, USA, October 11-13, 2018 (2018)
2018-009

journal URL

Stocator: Providing High Performance and Fault Tolerance for Apache Spark Over Object Storage

Stocator: Providing High Performance and Fault Tolerance for Apache Spark Over Object Storage
Gil Vernik, Michael Factor, Elliot K. Kolodner, Pietro Michiardi, Effi Ofer, Francesco Pace
18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018, Washington, DC, USA, May 1-4, 2018 (2018)
2018-008

journal URL

Cache Policies for Linear Utility Maximization

Cache Policies for Linear Utility Maximization
Giovanni Neglia, Damiano Carra, Pietro Michiardi
IEEE/ACM Trans. Netw. (2018)
2018-007

journal URL

A comparative evaluation of outlier detection algorithms: Experiments and analyses
Remi Domingues, Maurizio Filippone, Pietro Michiardi, Jihane Zouaoui
Pattern Recognit. (2018)
2018-006

journal URL

Deep Gaussian Process autoencoders for novelty detection
Remi Domingues, Pietro Michiardi, Jihane Zouaoui, Maurizio Filippone
Mach. Learn. (2018)
2018-005

journal URL

Understanding Customer Choices to Improve Recommendations in the Air Travel Industry

Understanding Customer Choices to Improve Recommendations in the Air Travel Industry
Alejandro Mottini, Alix Lheritier, Rodrigo Acuna-Agost, Maria A. Zuluaga
Proceedings of the Workshop on Recommenders in Tourism, RecTour 2018, co-located with the 12th ACM Conference on Recommender Systems (RecSys 2018), Vancouver, Canada, October 7, 2018 (2018)
2018-004

journal URL

Elastic Registration of Geodesic Vascular Graphs
Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jager, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I (2018)
2018-003

journal URL

Benchmarking Anomaly Detection Algorithms in an Industrial Context: Dealing with Scarce Labels and Multiple Positive Types

Benchmarking Anomaly Detection Algorithms in an Industrial Context: Dealing with Scarce Labels and Multiple Positive Types
David Renaudie, Maria A. Zuluaga, Rodrigo Acuna-Agost
IEEE International Conference on Big Data (IEEE BigData 2018), Seattle, WA, USA, December 10-13, 2018 (2018)
2018-002

journal URL

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning

Interactive Medical Image Segmentation Using Deep Learning With Image-Specific Fine Tuning
Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sebastien Ourselin, Tom Vercauteren
IEEE Trans. Medical Imaging (2018)
2018-001

journal URL

The Five-minute Rule Thirty Years Later and its Impact on the Storage Hierarchy
Raja Appuswamy, Renata Borovica-Gajic, Goetz Graefe, Anastasia Ailamaki
International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures, ADMS@VLDB 2017, Munich, Germany, September 1, 2017 (2017)
2017-044

journal URL

The Case For Heterogeneous HTAP
Raja Appuswamy, Manos Karpathiotakis, Danica Porobic, Anastasia Ailamaki
8th Biennial Conference on Innovative Data Systems Research, CIDR 2017, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings (2017)
2017-043

journal URL

Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads
Raja Appuswamy, Angelos-Christos G. Anadiotis, Danica Porobic, Mustafa Iman, Anastasia Ailamaki
Proc. VLDB Endow. (2017)
2017-042

journal URL

Joint Proceedings of the International Workshops on Hybrid Statistical Semantic Understanding and Emerging Semantics, and Semantic Statistics co-located with 16th International Semantic Web Conference, HybridSemStats@ISWC 2017, Vienna, Austria October 22nd, 2017

Joint Proceedings of the International Workshops on Hybrid Statistical Semantic Understanding and Emerging Semantics, and Semantic Statistics co-located with 16th International Semantic Web Conference, HybridSemStats@ISWC 2017, Vienna, Austria October 22nd, 2017 (2017)
2017-041

journal URL

CityMUS: Music Recommendation When Exploring a City
Pasquale Lisena, Lorenzo Canale, Fabio Ellena, Raphael Troncy
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to - 25th, 2017 (2017)
2017-040

journal URL

DriveSCOVER: A Tourism Recommender System Based on External Driving Factors
Benjamin Klotz, Pasquale Lisena, Raphael Troncy, Daniel Wilms, Christian Bonnet
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to - 25th, 2017 (2017)
2017-039

journal URL

SentiME++ at SemEval-2017 Task 4: Stacking State-of-the-Art Classifiers to Enhance Sentiment Classification
Raphael Troncy, Enrico Palumbo, Efstratios Sygkounas, Giuseppe Rizzo
Proceedings of the 11th International Workshop on Semantic Evaluation, SemEval@ACL 2017, Vancouver, Canada, August 3-4, 2017 (2017)
2017-038

journal URL

entity2rec: Learning User-Item Relatedness from Knowledge Graphs for Top-N Item Recommendation

entity2rec: Learning User-Item Relatedness from Knowledge Graphs for Top-N Item Recommendation
Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy
Proceedings of the Eleventh ACM Conference on Recommender Systems, RecSys 2017, Como, Italy, August 27-31, 2017 (2017)
2017-037

journal URL

Predicting Your Next Stop-over from Location-based Social Network Data with Recurrent Neural Networks

Predicting Your Next Stop-over from Location-based Social Network Data with Recurrent Neural Networks
Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, Elena Baralis
Proceedings of the 2nd Workshop on Recommenders in Tourism co-located with 11th ACM Conference on Recommender Systems (RecSys 2017), Como, Italy, August 27, 2017 (2017)
2017-036

journal URL

NexGenTV: Providing Real-Time Insight during Political Debates in a Second Screen Application

NexGenTV: Providing Real-Time Insight during Political Debates in a Second Screen Application
Olfa Ben Ahmed, Gabriel Sargent, Florian Garnier, Benoit Huet, Vincent Claveau, Laurence Couturier, Raphael Troncy, Guillaume Gravier, Philemon Bouzy, Fabrice Lemenorel
Proceedings of the 2017 ACM on Multimedia Conference, MM 2017, Mountain View, CA, USA, October 23-27, 2017 (2017)
2017-035

journal URL

DOing REusable MUSical Data (DOREMUS)
Pasquale Lisena, Raphael Troncy
Proceedings of Workshops and Tutorials of the 9th International Conference on Knowledge Capture (K-CAP2017), Austin, Texas, USA, December 4th, 2017 (2017)
2017-034

journal URL

A Survey of Definitions and Models of Exploratory Search

A Survey of Definitions and Models of Exploratory Search
Emilie Palagi, Fabien Gandon, Alain Giboin, Raphael Troncy
Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics, ESIDA@IUI 2017, Limassol, Cyprus, March 13, 2017 (2017)
2017-033

journal URL

Modeling the Complexity of Music Metadata in Semantic Graphs for Exploration and Discovery
Pasquale Lisena, Raphael Troncy, Konstantin Todorov, Manel Achichi
Proceedings of the 4th International Workshop on Digital Libraries for Musicology, DLfM 2017, Shanghai, China, October 28, 2017 (2017)
2017-032

journal URL

ADEL : une méthode adaptative de désambiguïsation d'entités nommées
Julien Plu, Raphael Troncy, Giuseppe Rizzo
IC 2017 : 28es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 28th French Knowledge Engineering Conference), Caen, France, July 3-7, 2017 (2017)
2017-031

journal URL

ADEL@OKE 2017: A Generic Method for Indexing Knowledge Bases for Entity Linking
Julien Plu, Raphael Troncy, Giuseppe Rizzo
Semantic Web Challenges - 4th SemWebEval Challenge at ESWC 2017, Portoroz, Slovenia, May 28 - June 1, 2017, Revised Selected Papers (2017)
2017-030

journal URL

3cixty: Building comprehensive knowledge bases for city exploration
Raphael Troncy, Giuseppe Rizzo, Anthony Jameson, Oscar Corcho, Julien Plu, Enrico Palumbo, Juan Carlos Ballesteros Hermida, Adrian Spirescu, Kai-Dominik Kuhn, Catalin-Mihai Barbu, Matteo Rossi, Irene Celino, Rachit Agarwal, Christian Scanu, Massimo Valla, Timber Haaker
J. Web Semant. (2017)
2017-029

journal URL

Semantic enrichment for recommendation of primary studies in a systematic literature review
Giuseppe Rizzo, Federico Tomassetti, Antonio Vetr`o, Luca Ardito, Marco Torchiano, Maurizio Morisio, Raphael Troncy
Digit. Scholarsh. Humanit. (2017)
2017-028

journal URL

Shaping City Neighborhoods Leveraging Crowd Sensors
Giuseppe Rizzo, Rosa Meo, Ruggero G. Pensa, Giacomo Falcone, Raphael Troncy
Inf. Syst. (2017)
2017-027

journal URL

Query-limited Black-box Attacks to Classifiers

Query-limited Black-box Attacks to Classifiers
Fnu Suya, Yuan Tian, David Evans, Paolo Papotti
CoRR (2017)
2017-026

preprint URL

Generating Concise Entity Matching Rules

Generating Concise Entity Matching Rules
Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Armando Solar-Lezama, Nan Tang
Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 (2017)
2017-025

journal URL

Interactive Data Repairing: the FALCON Dive
Enzo Veltri, Donatello Santoro, Giansalvatore Mecca, Paolo Papotti, Jian He, Gouliang Li, Nan Tang
Proceedings of the 25th Italian Symposium on Advanced Database Systems, Squillace Lido (Catanzaro), Italy, June 25-29, 2017 (2017)
2017-024

journal URL

Benchmarking the Chase

Benchmarking the Chase
Michael Benedikt, George Konstantinidis, Giansalvatore Mecca, Boris Motik, Paolo Papotti, Donatello Santoro, Efthymia Tsamoura
Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, PODS 2017, Chicago, IL, USA, May 14-19, 2017 (2017)
2017-023

journal URL

A Framework for Interactive Geospatial Map Cleaning using GPS Trajectories

A Framework for Interactive Geospatial Map Cleaning using GPS Trajectories
Nikhil Vementala, Paolo Papotti, Mohamed Sarwat
Proceedings of the 10th ACM SIGSPATIAL Workshop on Computational Transportation Science, IWCTS@SIGSPATIAL 2017, Redondo Beach, CA, USA, November 7, 2017 (2017)
2017-022

journal URL

Fast and scalable inequality joins
Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Nan Tang, Panos Kalnis
VLDB J. (2017)
2017-021

journal URL

Synthesizing Entity Matching Rules by Examples
Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Armando Solar-Lezama, Nan Tang
Proc. VLDB Endow. (2017)
2017-020

journal URL

Errata for Lightning Fast and Space Efficient Inequality Joins (PVLDB 8(13): 2074-2085)
Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Nan Tang, Panos Kalnis
Proc. VLDB Endow. (2017)
2017-019

journal URL

Unsupervised group matching with application to cross-lingual topic matching without alignment information
Tomoharu Iwata, Motonobu Kanagawa, Tsutomu Hirao, Kenji Fukumizu
Data Min. Knowl. Discov. (2017)
2017-018

journal URL

Stocator: a high performance object store connector for spark

Stocator: a high performance object store connector for spark
Gil Vernik, Michael Factor, Elliot K. Kolodner, Effi Ofer, Pietro Michiardi, Francesco Pace
Proceedings of the 10th ACM International Systems and Storage Conference, SYSTOR 2017, Haifa, Israel, May 22-24, 2017 (2017)
2017-017

journal URL

Random Feature Expansions for Deep Gaussian Processes

Random Feature Expansions for Deep Gaussian Processes
Kurt Cutajar, Edwin V. Bonilla, Pietro Michiardi, Maurizio Filippone
Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 (2017)
2017-016

journal URL

Too Big to Eat: Boosting Analytics Data Ingestion from Object Stores with Scoop

Too Big to Eat: Boosting Analytics Data Ingestion from Object Stores with Scoop
Yosef Moatti, Eran Rom, Raul Gracia Tinedo, Dalit Naor, Doron Chen, Josep Sampe, Marc Sanchez Artigas, Pedro Garcia Lopez, Filip Gluszak, Eric Deschdt, Francesco Pace, Daniele Venzano, Pietro Michiardi
33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017 (2017)
2017-015

journal URL

Stocator: an object store aware connector for apache spark
Gil Vernik, Michael Factor, Elliot K. Kolodner, Effi Ofer, Pietro Michiardi, Francesco Pace
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, September 24-27, 2017 (2017)
2017-014

journal URL

Flexible Scheduling of Distributed Analytic Applications

Flexible Scheduling of Distributed Analytic Applications
Francesco Pace, Daniele Venzano, Damiano Carra, Pietro Michiardi
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017, Madrid, Spain, May 14-17, 2017 (2017)
2017-013

journal URL

Resource Management for Parallel Processing Frameworks with Load Awareness at Worker Side

Resource Management for Parallel Processing Frameworks with Load Awareness at Worker Side
Son-Hai Ha, Patrick Brown, Pietro Michiardi
2017 IEEE International Congress on Big Data, BigData Congress 2017, Honolulu, HI, USA, June 25-30, 2017 (2017)
2017-012

journal URL

Bleach: A Distributed Stream Data Cleaning System

Bleach: A Distributed Stream Data Cleaning System
Yongchao Tian, Pietro Michiardi, Marko Vukolic
2017 IEEE International Congress on Big Data, BigData Congress 2017, Honolulu, HI, USA, June 25-30, 2017 (2017)
2017-011

journal URL

Access-Time-Aware Cache Algorithms

Access-Time-Aware Cache Algorithms
Giovanni Neglia, Damiano Carra, Mingdong Feng, Vaishnav Janardhan, Pietro Michiardi, Dimitra Tsigkari
ACM Trans. Model. Perform. Evaluation Comput. Syst. (2017)
2017-010

journal URL

HFSP: Bringing Size-Based Scheduling To Hadoop

HFSP: Bringing Size-Based Scheduling To Hadoop
Mario Pastorelli, Damiano Carra, Matteo Dell'Amico, Pietro Michiardi
IEEE Trans. Cloud Comput. (2017)
2017-009

journal URL

DiNoDB: An Interactive-Speed Query Engine for Ad-Hoc Queries on Temporary Data

DiNoDB: An Interactive-Speed Query Engine for Ad-Hoc Queries on Temporary Data
Yongchao Tian, Ioannis Alagiannis, Erietta Liarou, Anastasia Ailamaki, Pietro Michiardi, Marko Vukolic
IEEE Trans. Big Data (2017)
2017-008

journal URL

Scalable and flexible clustering solutions for mobile phone-based population indicators
Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci
Int. J. Data Sci. Anal. (2017)
2017-007

journal URL

A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Pietro Michiardi
Big Data Res. (2017)
2017-006

journal URL

Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning

Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning
Guotai Wang, Wenqi Li, Maria A. Zuluaga, Rosalind Pratt, Premal A. Patel, Michael Aertsen, Tom Doel, Anna L. David, Jan Deprest, Sebastien Ourselin, Tom Vercauteren
CoRR (2017)
2017-005

preprint URL

Reconstruction, Segmentation, and Analysis of Medical Images - First International Workshops, RAMBO 2016 and HVSMR 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers

Reconstruction, Segmentation, and Analysis of Medical Images - First International Workshops, RAMBO 2016 and HVSMR 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers (2017)
2017-004

journal URL

Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches

Detecting Clinically Meaningful Shape Clusters in Medical Image Data: Metrics Analysis for Hierarchical Clustering Applied to Healthy and Pathological Aortic Arches
Jan L. Bruse, Maria A. Zuluaga, Abbas Khushnood, Kristin McLeod, Hopewell N. Ntsinjana, Tain-Yen Hsia, Maxime Sermesant, Xavier Pennec, Andrew Mayall Taylor, Silvia Schievano
IEEE Trans. Biomed. Eng. (2017)
2017-003

journal URL

Automated multiple trajectory planning algorithm for the placement of stereo-electroencephalography (SEEG) electrodes in epilepsy treatment
Rachel Sparks, Gergely Zombori, Roman Rodionov, Mark Nowell, Sjoerd B. Vos, Maria A. Zuluaga, Beate Diehl, Tim Wehner, Anna Miserocchi, Andrew W. McEvoy, John S. Duncan, Sebastien Ourselin
Int. J. Comput. Assist. Radiol. Surg. (2017)
2017-002

journal URL

VTrails: Inferring Vessels with Geodesic Connectivity Trees
Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jager, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso
Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Boone, NC, USA, June 25-30, 2017, Proceedings (2017)
2017-001

journal URL

DBMS Data Loading: An Analysis on Modern Hardware
Adam Dziedzic, Manos Karpathiotakis, Ioannis Alagiannis, Raja Appuswamy, Anastasia Ailamaki
Data Management on New Hardware - 7th International Workshop on Accelerating Data Analysis and Data Management Systems Using Modern Processor and Storage Architectures, ADMS 2016 and 4th International Workshop on In-Memory Data Management and Analytics, IMDM 2016, New Delhi, India, September 1, 2016, Revised Selected Papers (2016)
2016-045

journal URL

OLTP on a server-grade ARM: power, throughput and latency comparison
Utku Sirin, Raja Appuswamy, Anastasia Ailamaki
Proceedings of the 12th International Workshop on Data Management on New Hardware, DaMoN 2016, San Francisco, CA, USA, June 27, 2016 (2016)
2016-044

journal URL

More than a network: distributed OLTP on clusters of hardware islands
Danica Porobic, Pinar Tozun, Raja Appuswamy, Anastasia Ailamaki
Proceedings of the 12th International Workshop on Data Management on New Hardware, DaMoN 2016, San Francisco, CA, USA, June 27, 2016 (2016)
2016-043

journal URL

Cheap Data Analytics using Cold Storage Devices
Renata Borovica-Gajic, Raja Appuswamy, Anastasia Ailamaki
Proc. VLDB Endow. (2016)
2016-042

journal URL

Proceedings of the 4th International Workshop on Semantic Statistics co-located with 15th International Semantic Web Conference, SemStats@ISWC 2016, Kobe, Japan October 18, 2016

Proceedings of the 4th International Workshop on Semantic Statistics co-located with 15th International Semantic Web Conference, SemStats@ISWC 2016, Kobe, Japan October 18, 2016 (2016)
2016-041

journal URL

Joint Proceedings of the 4th International Workshop on Linked Media and the 3rd Developers Hackshop co-located with the 13th Extended Semantic Web Conference ESWC 2016, Heraklion, Crete, Greece, May 30, 2016

Joint Proceedings of the 4th International Workshop on Linked Media and the 3rd Developers Hackshop co-located with the 13th Extended Semantic Web Conference ESWC 2016, Heraklion, Crete, Greece, May 30, 2016 (2016)
2016-040

journal URL

Linking Entities for Enriching and Structuring Social Media Content
Raphael Troncy
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume (2016)
2016-039

journal URL

A Replication Study of the Top Performing Systems in SemEval Twitter Sentiment Analysis
Efstratios Sygkounas, Giuseppe Rizzo, Raphael Troncy
The Semantic Web - ISWC 2016 - 15th International Semantic Web Conference, Kobe, Japan, October 17-21, 2016, Proceedings, Part II (2016)
2016-038

journal URL

Exploring Linked Classical Music Catalogs with OVERTURE
Pasquale Lisena, Manel Achichi, Eva Fernandez, Konstantin Todorov, Raphael Troncy
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 19, 2016 (2016)
2016-037

journal URL

Making Sense of Microposts (#Microposts2016) Named Entity rEcognition and Linking (NEEL) Challenge
Giuseppe Rizzo, Marieke van Erp, Julien Plu, Raphael Troncy
Proceedings of the 6th Workshop on 'Making Sense of Microposts' co-located with the 25th International World Wide Web Conference (WWW 2016), Montréal, Canada, April 11, 2016 (2016)
2016-036

journal URL

Context-enhanced Adaptive Entity Linking
Filip Ilievski, Giuseppe Rizzo, Marieke van Erp, Julien Plu, Raphael Troncy
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, Portorož, Slovenia, May 23-28, 2016 (2016)
2016-035

journal URL

Sentiment Polarity Detection from Amazon Reviews: An Experimental Study
Efstratios Sygkounas, Giuseppe Rizzo, Raphael Troncy
Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29 - June 2, 2016, Revised Selected Papers (2016)
2016-034

journal URL

Enhancing Entity Linking by Combining NER Models
Julien Plu, Giuseppe Rizzo, Raphael Troncy
Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29 - June 2, 2016, Revised Selected Papers (2016)
2016-033

journal URL

A Two-Fold Quality Assurance Approach for Dynamic Knowledge Bases: The 3cixty Use Case
Nandana Mihindukulasooriya, Giuseppe Rizzo, Raphael Troncy, Oscar Corcho, Raul Garcia-Castro
Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the 1st International Workshop on Completing and Debugging the Semantic Web (Know@LOD-2016, CoDeS-2016) co-located with 13th ESWC 2016, Heraklion, Greece, May 30th, 2016 (2016)
2016-032

journal URL

DOREMUS to Schema.org: Mapping a Complex Vocabulary to a Simpler One
Pasquale Lisena, Raphael Troncy
Knowledge Engineering and Knowledge Management - EKAW 2016 Satellite Events, EKM and Drift-an-LOD, Bologna, Italy, November 19-23, 2016, Revised Selected Papers (2016)
2016-031

journal URL

An Ensemble Approach to Financial Entity Matching for the FEIII 2016 Challenge
Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy
Proceedings of the Second International Workshop on Data Science for Macro-Modeling, DSMM@SIGMOD 2016, San Francisco, CA, USA, June 26 - July 1, 2016 (2016)
2016-030

journal URL

EventMedia: A LOD dataset of events illustrated with media
Houda Khrouf, Raphael Troncy
Semantic Web (2016)
2016-029

journal URL

Towards An Objective Assessment Framework for Linked Data Quality: Enriching Dataset Profiles with Quality Indicators
Ahmad Assaf, Aline Senart, Raphael Troncy
Int. J. Semantic Web Inf. Syst. (2016)
2016-028

journal URL

BART in Action: Error Generation and Empirical Evaluations of Data-Cleaning Systems
Donatello Santoro, Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renee J. Miller, Paolo Papotti
Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 (2016)
2016-027

journal URL

Rheem: Enabling Multi-Platform Task Execution
Divy Agrawal, Mouhamadou Lamine Ba, Laure Berti-Equille, Sanjay Chawla, Ahmed K. Elmagarmid, Hossam Hammady, Yasser Idris, Zoi Kaoudi, Zuhair Khayyat, Sebastian Kruse, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Nan Tang, Mohammed J. Zaki
Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 (2016)
2016-026

journal URL

Interactive and Deterministic Data Cleaning
Jian He, Enzo Veltri, Donatello Santoro, Guoliang Li, Giansalvatore Mecca, Paolo Papotti, Nan Tang
Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 (2016)
2016-025

journal URL

Towards User-Aware Rule Discovery
Venkata Vamsikrishna Meduri, Paolo Papotti
Information Search, Integration, and Personlization - 11th International Workshop, ISIP 2016, Lyon, France, November 1-4, 2016, Revised Selected Papers (2016)
2016-024

journal URL

Big data quality - whose problem is it?

Big data quality - whose problem is it?
Shazia Sadiq, Paolo Papotti
32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, May 16-20, 2016 (2016)
2016-023

journal URL

DataXFormer: A robust transformation discovery system

DataXFormer: A robust transformation discovery system
Ziawasch Abedjan, John Morcos, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, May 16-20, 2016 (2016)
2016-022

journal URL

Data quality between promises and results

Data quality between promises and results
Paolo Papotti
32nd IEEE International Conference on Data Engineering Workshops, ICDE Workshops 2016, Helsinki, Finland, May 16-20, 2016 (2016)
2016-021

journal URL

Road to Freedom in Big Data Analytics
Divy Agrawal, Sanjay Chawla, Ahmed K. Elmagarmid, Zoi Kaoudi, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Nan Tang, Mohammed J. Zaki
Proceedings of the 19th International Conference on Extending Database Technology, EDBT 2016, Bordeaux, France, March 15-16, 2016, Bordeaux, France, March 15-16, 2016 (2016)
2016-020

journal URL

Detecting Data Errors: Where are we and what needs to be done?
Ziawasch Abedjan, Xu Chu, Dong Deng, Raul Castro Fernandez, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker, Nan Tang
Proc. VLDB Endow. (2016)
2016-019

journal URL

Benchmarking Data Curation Systems

Benchmarking Data Curation Systems
Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renee J. Miller, Paolo Papotti, Donatello Santoro
IEEE Data Eng. Bull. (2016)
2016-018

journal URL

Convergence guarantees for kernel-based quadrature rules in misspecified settings
Motonobu Kanagawa, Bharath K. Sriperumbudur, Kenji Fukumizu
Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain (2016)
2016-017

journal URL

Filtering with State-Observation Examples via Kernel Monte Carlo Filter
Motonobu Kanagawa, Yu Nishiyama, Arthur Gretton, Kenji Fukumizu
Neural Comput. (2016)
2016-016

journal URL

Fast Online k-nn Graph Building

Fast Online k-nn Graph Building
Thibault Debatty, Pietro Michiardi, Wim Mees
CoRR (2016)
2016-015

preprint URL

New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, Proceedings

New Trends in Databases and Information Systems - ADBIS 2016 Short Papers and Workshops, BigDap, DCSA, DC, Prague, Czech Republic, August 28-31, 2016, Proceedings (2016)
2016-014

journal URL

Access-Time Aware Cache Algorithms
Giovanni Neglia, Damiano Carra, Mingdong Feng, Vaishnav Janardhan, Pietro Michiardi, Dimitra Tsigkari
28th International Teletraffic Congress, ITC 2016, Würzburg, Germany, September 12-16, 2016 (2016)
2016-013

journal URL

Improving population estimation from mobile calls: A clustering approach

Improving population estimation from mobile calls: A clustering approach
Alessandro Lulli, Lorenzo Gabrielli, Patrizio Dazzi, Matteo Dell'Amico, Pietro Michiardi, Mirco Nanni, Laura Ricci
IEEE Symposium on Computers and Communication, ISCC 2016, Messina, Italy, June 27-30, 2016 (2016)
2016-012

journal URL

A novel, low-latency algorithm for multiple Group-By query optimization

A novel, low-latency algorithm for multiple Group-By query optimization
Duy-Hung Phan, Pietro Michiardi
32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, May 16-20, 2016 (2016)
2016-011

journal URL

Fast distributed k-nn graph update

Fast distributed k-nn graph update
Thibault Debatty, Fabio Pulvirenti, Pietro Michiardi, Wim Mees
2016 IEEE International Conference on Big Data (IEEE BigData 2016), Washington DC, USA, December 5-8, 2016 (2016)
2016-010

journal URL

Experimental Performance Evaluation of Cloud-Based Analytics-as-a-Service

Experimental Performance Evaluation of Cloud-Based Analytics-as-a-Service
Francesco Pace, Marco Milanesio, Daniele Venzano, Damiano Carra, Pietro Michiardi
9th IEEE International Conference on Cloud Computing, CLOUD 2016, San Francisco, CA, USA, June 27 - July 2, 2016 (2016)
2016-009

journal URL

PSBS: Practical Size-Based Scheduling

PSBS: Practical Size-Based Scheduling
Matteo Dell'Amico, Damiano Carra, Pietro Michiardi
IEEE Trans. Computers (2016)
2016-008

journal URL

NG-DBSCAN: Scalable Density-Based Clustering for Arbitrary Data
Alessandro Lulli, Matteo Dell'Amico, Pietro Michiardi, Laura Ricci
Proc. VLDB Endow. (2016)
2016-007

journal URL

IOStack: Software-Defined Object Storage

IOStack: Software-Defined Object Storage
Raul Gracia Tinedo, Pedro Garcia Lopez, Marc Sanchez Artigas, Josep Sampe, Yosef Moatti, Eran Rom, Dalit Naor, Ramon Nou, Toni Cortes, William Oppermann, Pietro Michiardi
IEEE Internet Comput. (2016)
2016-006

journal URL

Automatic segmentation of 4D cardiac MR images for extraction of ventricular chambers using a spatio-temporal approach
Angelica Maria Atehortua Labrador, Maria A. Zuluaga, Sebastien Ourselin, Diana Giraldo, Eduardo Romero
Medical Imaging 2016: Image Processing, San Diego, California, USA, February 27, 2016 (2016)
2016-005

journal URL

Efficient Anatomy Driven Automated Multiple Trajectory Planning for Intracranial Electrode Implantation
Rachel Sparks, Gergely Zombori, Roman Rodionov, Maria A. Zuluaga, Beate Diehl, Tim Wehner, Anna Miserocchi, Andrew W. McEvoy, John S. Duncan, Sebastien Ourselin
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I (2016)
2016-004

journal URL

Dynamically Balanced Online Random Forests for Interactive Scribble-Based Segmentation
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Tom Doel, Maria Klusmann, Anna L. David, Jan Deprest, Tom Vercauteren, Sebastien Ourselin
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II (2016)
2016-003

journal URL

Strengths and Pitfalls of Whole-Heart Atlas-Based Segmentation in Congenital Heart Disease Patients
Maria A. Zuluaga, Benedetta Biffi, Andrew Mayall Taylor, Silvia Schievano, Tom Vercauteren, Sebastien Ourselin
Reconstruction, Segmentation, and Analysis of Medical Images - First International Workshops, RAMBO 2016 and HVSMR 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers (2016)
2016-002

journal URL

Slic-Seg: A minimally interactive segmentation of the placenta from sparse and motion-corrupted fetal MRI in multiple views
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Tom Doel, Maria Klusmann, Anna L. David, Jan Deprest, Tom Vercauteren, Sebastien Ourselin
Medical Image Anal. (2016)
2016-001

journal URL

Scaling the Memory Power Wall With DRAM-Aware Data Management
Raja Appuswamy, Matthaios Olma, Anastasia Ailamaki
Proceedings of the 11th International Workshop on Data Management on New Hardware, DaMoN 2015, Melbourne, VIC, Australia, May 31 - June 04, 2015 (2015)
2015-049

journal URL

Proceedings of the 3rd International Workshop on Semantic Statistics co-located with 14th International Semantic Web Conference, SemStats@ISWC 2015, Bethlehem, Pennsylvania, USA, October 11th, 2015

Proceedings of the 3rd International Workshop on Semantic Statistics co-located with 14th International Semantic Web Conference, SemStats@ISWC 2015, Bethlehem, Pennsylvania, USA, October 11th, 2015 (2015)
2015-048

journal URL

The Semantic Web: ESWC 2012 Satellite Events - ESWC 2012 Satellite Events, Heraklion, Crete, Greece, May 27-31, 2012. Revised Selected Papers

The Semantic Web: ESWC 2012 Satellite Events - ESWC 2012 Satellite Events, Heraklion, Crete, Greece, May 27-31, 2012. Revised Selected Papers (2015)
2015-047

journal URL

Proceedings of the 4th International Workshop on Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2015) Co-located with the 12th Extended Semantic Web Conference (ESWC 2015), Protoroz, Slovenia, May 31, 2015

Proceedings of the 4th International Workshop on Detection, Representation, and Exploitation of Events in the Semantic Web (DeRiVE 2015) Co-located with the 12th Extended Semantic Web Conference (ESWC 2015), Protoroz, Slovenia, May 31, 2015 (2015)
2015-046

journal URL

GERBIL: General Entity Annotator Benchmarking Framework
Ricardo Usbeck, Michael Roder, Axel-Cyrille Ngonga Ngomo, Ciro Baron, Andreas Both, Martin Brummer, Diego Ceccarelli, Marco Cornolti, Didier Cherix, Bernd Eickmann, Paolo Ferragina, Christiane Lemke, Andrea Moro, Roberto Navigli, Francesco Piccinno, Giuseppe Rizzo, Harald Sack, Rene Speck, Raphael Troncy, Jorg Waitelonis, Lars Wesemann
Proceedings of the 24th International Conference on World Wide Web, WWW 2015, Florence, Italy, May 18-22, 2015 (2015)
2015-045

journal URL

Roomba: Automatic Validation, Correction and Generation of Dataset Metadata
Ahmad Assaf, Aline Senart, Raphael Troncy
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume (2015)
2015-044

journal URL

Reveal Entities from Texts with a Hybrid Approach
Julien Plu, Giuseppe Rizzo, Raphael Troncy
Proceedings of the Third NLP&DBpedia Workshop (NLP & DBpedia 2015) co-located with the 14th International Semantic Web Conference 2015 (ISWC 2015), Bethlehem, Pennsylvania, USA, October 11, 2015 (2015)
2015-043

journal URL

An Experimental Study of a Hybrid Entity Recognition and Linking System
Julien Plu, Giuseppe Rizzo, Raphael Troncy
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), Bethlehem, PA, USA, October 11, 2015 (2015)
2015-042

journal URL

DOREMUS: Doing Reusable Musical Data
Manel Achichi, Rodolphe Bailly, Cecile Cecconi, Marie Destandau, Konstantin Todorov, Raphael Troncy
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), Bethlehem, PA, USA, October 11, 2015 (2015)
2015-041

journal URL

Capturing News Stories Once, Retelling a Thousand Ways
Jose Luis Redondo Garcia, Giuseppe Rizzo, Raphael Troncy
Proceedings of the 8th International Conference on Knowledge Capture, K-CAP 2015, Palisades, NY, USA, October 7-10, 2015 (2015)
2015-040

journal URL

The 3cixty Knowledge Base for Expo Milano 2015: Enabling Visitors to Explore the City
Giuseppe Rizzo, Oscar Corcho, Raphael Troncy, Julien Plu, Juan Carlos Ballesteros Hermida, Ahmad Assaf
Proceedings of the 8th International Conference on Knowledge Capture, K-CAP 2015, Palisades, NY, USA, October 7-10, 2015 (2015)
2015-039

journal URL

The Concentric Nature of News Semantic Snapshots: Knowledge Extraction for Semantic Annotation of News Items
Jose Luis Redondo Garcia, Giuseppe Rizzo, Raphael Troncy
Proceedings of the 8th International Conference on Knowledge Capture, K-CAP 2015, Palisades, NY, USA, October 7-10, 2015 (2015)
2015-038

journal URL

Generating Semantic Snapshots of Newscasts Using Entity Expansion
Jose Luis Redondo Garcia, Giuseppe Rizzo, Lilia Perez Romero, Michiel Hildebrand, Raphael Troncy
Engineering the Web in the Big Data Era - 15th International Conference, ICWE 2015, Rotterdam, The Netherlands, June 23-26, 2015, Proceedings (2015)
2015-037

journal URL

What's up LOD Cloud? - Observing the State of Linked Open Data Cloud Metadata
Ahmad Assaf, Raphael Troncy, Aline Senart
The Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31 - June 4, 2015, Revised Selected Papers (2015)
2015-036

journal URL

HDL - Towards a Harmonized Dataset Model for Open Data Portals
Ahmad Assaf, Raphael Troncy, Aline Senart
Joint Proceedings of the 5th International Workshop on Using the Web in the Age of Data (USEWOD '15) and the 2nd International Workshop on Dataset PROFIling and fEderated Search for Linked Data (PROFILES '15) co-located with the 12th European Semantic Web Conference (ESWC 2015), Portorož, Slovenia, May 31 - June 1, 2015 (2015)
2015-035

journal URL

Roomba: An Extensible Framework to Validate and Build Dataset Profiles
Ahmad Assaf, Raphael Troncy, Aline Senart
Joint Proceedings of the 5th International Workshop on Using the Web in the Age of Data (USEWOD '15) and the 2nd International Workshop on Dataset PROFIling and fEderated Search for Linked Data (PROFILES '15) co-located with the 12th European Semantic Web Conference (ESWC 2015), Portorož, Slovenia, May 31 - June 1, 2015 (2015)
2015-034

journal URL

A Hybrid Approach for Entity Recognition and Linking
Julien Plu, Giuseppe Rizzo, Raphael Troncy
Semantic Web Evaluation Challenges - Second SemWebEval Challenge at ESWC 2015, Portorož, Slovenia, May 31 - June 4, 2015, Revised Selected Papers (2015)
2015-033

journal URL

What's up LOD Cloud? Observing The State of Linked Open Data Cloud Metadata
Ahmad Assaf, Aline Senart, Raphael Troncy
Proceedings of the 2nd Workshop on Linked Data Quality co-located with 12th Extended Semantic Web Conference (ESWC 2015), Portorož, Slovenia, June 1, 2015 (2015)
2015-032

journal URL

Special Issue of the Journal of Web Semantics on Geospatial Semantics
Yolanda Gil, Raphael Troncy
J. Web Semant. (2015)
2015-031

journal URL

Analysis of named entity recognition and linking for tweets
Leon Derczynski, Diana Maynard, Giuseppe Rizzo, Marieke van Erp, Genevieve Gorrell, Raphael Troncy, Johann Petrak, Kalina Bontcheva
Inf. Process. Manag. (2015)
2015-030

journal URL

KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing

KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing
Xu Chu, John Morcos, Ihab F. Ilyas, Mourad Ouzzani, Paolo Papotti, Nan Tang, Yin Ye
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 (2015)
2015-029

journal URL

BigDansing: A System for Big Data Cleansing

BigDansing: A System for Big Data Cleansing
Zuhair Khayyat, Ihab F. Ilyas, Alekh Jindal, Samuel Madden, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Nan Tang, Si Yin
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 (2015)
2015-028

journal URL

DataXFormer: An Interactive Data Transformation Tool

DataXFormer: An Interactive Data Transformation Tool
John Morcos, Ziawasch Abedjan, Ihab Francis Ilyas, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4, 2015 (2015)
2015-027

journal URL

Beyond Declarative Data Cleaning
Paolo Papotti
23rd Italian Symposium on Advanced Database Systems, SEBD 2015, Gaeta, Italy, June 14-17, 2015 (2015)
2015-026
Estimating Data Integration and Cleaning Effort
Sebastian Kruse, Paolo Papotti, Felix Naumann
Proceedings of the 18th International Conference on Extending Database Technology, EDBT 2015, Brussels, Belgium, March 23-27, 2015 (2015)
2015-025

journal URL

Dataxformer: Leveraging the Web for Semantic Transformations
Ziawasch Abedjan, John Morcos, Michael N. Gubanov, Ihab F. Ilyas, Michael Stonebraker, Paolo Papotti, Mourad Ouzzani
Seventh Biennial Conference on Innovative Data Systems Research, CIDR 2015, Asilomar, CA, USA, January 4-7, 2015, Online Proceedings (2015)
2015-024

journal URL

Temporal Rules Discovery for Web Data Cleaning
Ziawasch Abedjan, Cuneyt Gurcan Akcora, Mourad Ouzzani, Paolo Papotti, Michael Stonebraker
Proc. VLDB Endow. (2015)
2015-023

journal URL

Messing Up with BART: Error Generation for Evaluating Data-Cleaning Algorithms
Patricia C. Arocena, Boris Glavic, Giansalvatore Mecca, Renee J. Miller, Paolo Papotti, Donatello Santoro
Proc. VLDB Endow. (2015)
2015-022

journal URL

Lightning Fast and Space Efficient Inequality Joins
Zuhair Khayyat, William Lucia, Meghna Singh, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiane-Ruiz, Nan Tang, Panos Kalnis
Proc. VLDB Endow. (2015)
2015-021

journal URL

KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing
Xu Chu, Mourad Ouzzani, John Morcos, Ihab F. Ilyas, Paolo Papotti, Nan Tang, Yin Ye
Proc. VLDB Endow. (2015)
2015-020

journal URL

Editorial

Editorial
Paolo Missier, Paolo Papotti
ACM J. Data Inf. Qual. (2015)
2015-019

journal URL

On Fair Size-Based Scheduling

On Fair Size-Based Scheduling
Matteo Dell'Amico, Damiano Carra, Pietro Michiardi
CoRR (2015)
2015-018

preprint URL

Cost-based Memory Partitioning and Management in Memcached
Damiano Carra, Pietro Michiardi
Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics, IMDM@VLDB 2015, Kohala Coast, HI, USA, August 31, 2015 (2015)
2015-017

journal URL

Troubleshooting web sessions with CUSUM
Christian Callegari, Marco Milanesio, Pietro Michiardi
International Wireless Communications and Mobile Computing Conference, IWCMC 2015, Dubrovnik, Croatia, August 24-28, 2015 (2015)
2015-016

journal URL

PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data

PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data
Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Pietro Michiardi, Fabio Pulvirenti
IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, November 14-17, 2015 (2015)
2015-015

journal URL

Scalable k-NN based text clustering

Scalable k-NN based text clustering
Alessandro Lulli, Thibault Debatty, Matteo Dell'Amico, Pietro Michiardi, Laura Ricci
2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29 - November 1, 2015 (2015)
2015-014

journal URL

Efficient and Self-Balanced ROLLUP Aggregates for Large-Scale Data Summarization

Efficient and Self-Balanced ROLLUP Aggregates for Large-Scale Data Summarization
Duy-Hung Phan, Quang-Nhat Hoang-Xuan, Matteo Dell'Amico, Pietro Michiardi
2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27 - July 2, 2015 (2015)
2015-013

journal URL

On User Availability Prediction and Network Applications

On User Availability Prediction and Network Applications
Matteo Dell'Amico, Maurizio Filippone, Pietro Michiardi, Yves Roudier
IEEE/ACM Trans. Netw. (2015)
2015-012

journal URL

Adaptive redundancy management for durable P2P backup
Matteo Dell'Amico, Pietro Michiardi, Laszlo Toka, Pasquale Cataldi
Comput. Networks (2015)
2015-011

journal URL

Bolstering Heuristics for Statistical Validation of Prediction Algorithms
Alex F. Mendelson, Maria A. Zuluaga, Brian F. Hutton, Sebastien Ourselin
2015 International Workshop on Pattern Recognition in NeuroImaging, Stanford, CA, USA, June 10-12, 2015 (2015)
2015-010

journal URL

Papillary Muscle Segmentation from a Multi-atlas Database: A Feasibility Study
Benedetta Biffi, Maria A. Zuluaga, Sebastien Ourselin, Andrew Mayall Taylor, Silvia Schievano
Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges - 6th International Workshop, STACOM 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers (2015)
2015-009

journal URL

Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online Learning
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Anna L. David, Jan Deprest, Tom Vercauteren, Sebastien Ourselin
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III (2015)
2015-008

journal URL

Voronoi-based analysis of bone cell network from synchrotron radiation micro-CT images

Voronoi-based analysis of bone cell network from synchrotron radiation micro-CT images
Pei Dong, Sebastien Valette, Maria A. Zuluaga, Galateia J. Kazakia, Franccoise Peyrin
12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015 (2015)
2015-007

journal URL

Multi-atlas synthesis for computer assisted diagnosis: Application to cardiovascular diseases

Multi-atlas synthesis for computer assisted diagnosis: Application to cardiovascular diseases
Maria A. Zuluaga, Ninon Burgos, Andrew Mayall Taylor, Sebastien Ourselin
12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015 (2015)
2015-006

journal URL

Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets

Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets
Catalina Tobon-Gomez, Arjan J. Geers, Jochen Peters, Jurgen Weese, Karen Pinto, Rashed Karim, Mohammed Ammar, Abdelaziz Daoudi, Jan Margeta, Zulma L. Sandoval, Birgit Stender, Yefeng Zheng, Maria A. Zuluaga, Julian Betancur, Nicholas Ayache, Mohammed Amine Chikh, Jean-Louis Dillenseger, B. Michael Kelm, Said Mahmoudi, Sebastien Ourselin, Alexander Schlaefer, Tobias Schaeffter, Reza Razavi, Kawal S. Rhode
IEEE Trans. Medical Imaging (2015)
2015-005

journal URL

Voxelwise atlas rating for computer assisted diagnosis: Application to congenital heart diseases of the great arteries
Maria A. Zuluaga, Ninon Burgos, Alex F. Mendelson, Andrew Mayall Taylor, Sebastien Ourselin
Medical Image Anal. (2015)
2015-004

journal URL

Right ventricle segmentation from cardiac MRI: A collation study
Caroline Petitjean, Maria A. Zuluaga, Wenjia Bai, Jean-Nicolas Dacher, Damien Grosgeorge, Jer^ome Caudron, Su Ruan, Ismail Ben Ayed, Manuel Jorge Cardoso, Hsiang-Chou Chen, Daniel Jimenez-Carretero, Maria J. Ledesma-Carbayo, Christos Davatzikos, Jimit Doshi, Guray Erus, Oskar M. O. Maier, Cyrus M. S. Nambakhsh, Yangming Ou, Sebastien Ourselin, Chun-Wei Peng, Nicholas S. Peters, Terry M. Peters, Martin Rajchl, Daniel Rueckert, Andres Santos, Wenzhe Shi, Ching-Wei Wang, Haiyan Wang, Jing Yuan
Medical Image Anal. (2015)
2015-003

journal URL

Stability, structure and scale: improvements in multi-modal vessel extraction for SEEG trajectory planning
Maria A. Zuluaga, Roman Rodionov, Mark Nowell, Sufyan Achhala, Gergely Zombori, Alex F. Mendelson, Manuel Jorge Cardoso, Anna Miserocchi, Andrew W. McEvoy, John S. Duncan, Sebastien Ourselin
Int. J. Comput. Assist. Radiol. Surg. (2015)
2015-002

journal URL

Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum
Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sebastien Ourselin
Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III (2015)
2015-001

journal URL

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