Luca Costabello

According to our database, Luca Costabello authored at least 44 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings.

Samuele Buosi, Mohan Timilsina, Adrianna Janik, Luca Costabello, Maria Torrente, Mariano Provencio, Dirk Fey, Vít Novácek

Expert Syst. Appl., January, 2024

Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning.

Jeffrey Sardina, Luca Costabello, Christophe Guéret

Proceedings of the 18th IEEE International Conference on Semantic Computing, 2024

2023

Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer.

Mohan Timilsina, Dirk Fey, Samuele Buosi, Adrianna Janik, Luca Costabello, Enric Carcereny, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Pasquale Minervini, Maria Torrente, Mariano Provencio, Vít Novácek

J. Biomed. Informatics, August, 2023

KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation.

Vasileios Baltatzis, Luca Costabello

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient.

Mohan Timilsina, Samuele Buosi, Adrianna Janik, Pasquale Minervini, Luca Costabello, Maria Torrente, Mariano Provencio, Virginia Calvo, Carlos Camps, Ana L. Ortega, Bartomeu Massutí, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Vít Novácek

Proceedings of the International Joint Conference on Neural Networks, 2023

Robust Explanation Constraints for Neural Networks.

Matthew Wicker, Juyeon Heo, Luca Costabello, Adrian Weller

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples.

Adrianna Janik, Luca Costabello

CoRR, 2022

Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients.

Adrianna Janik, Maria Torrente, Luca Costabello, Virginia Calvo, Brian Walsh, Carlos Camps, Sameh K. Mohamed, Ana L. Ortega, Vít Novácek, Bartomeu Massutí, Pasquale Minervini, M. Rosario Garcia Campelo, Edel del Barco, Joaquim Bosch-Barrera, Ernestina Menasalvas, Mohan Timilsina, Mariano Provencio

CoRR, 2022

Unsupervised Customer Segmentation with Knowledge Graph Embeddings.

Sumit Pai, Fiona Brennan, Adrianna Janik, Teutly Correia, Luca Costabello

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Integration of Clinical Information and Imputed Aneuploidy Scores to Enhance Relapse Prediction in Early Stage Lung Cancer Patients.

Mohan Timilsina, Samuele Bousi, Dirk Fey, Adrianna Janik, Maria Torrente, Mariano Provencio, Alberto Bermúdez, Enric Carcereny, Luca Costabello, Delvys Rodriguez Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Maria Guirado, Pasquale Minervini, Vít Novácek

Proceedings of the AMIA 2022, 2022

2021

Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes.

Sumit Pai, Luca Costabello

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods.

Peru Bhardwaj, John D. Kelleher, Luca Costabello, Declan O'Sullivan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer.

Sameh K. Mohamed, Brian Walsh, Mohan Timilsina, Vít Novácek, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pontus Stenetorp, Pasquale Minervini

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties.

Lisa Schut, Oscar Key, Rory McGrath, Luca Costabello, Bogdan Sacaleanu, Medb Corcoran, Yarin Gal

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Poisoning Knowledge Graph Embeddings via Relation Inference Patterns.

Peru Bhardwaj, John D. Kelleher, Luca Costabello, Declan O'Sullivan

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Knowledge Graph Embeddings and Explainable AI.

Federico Bianchi, Gaetano Rossiello, Luca Costabello, Matteo Palmonari, Pasquale Minervini

Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020

Accurate prediction of kinase-substrate networks using knowledge graphs.

Vít Novácek, Gavin McGauran, David Matallanas, Adrián Vallejo Blanco, Piero Conca, Emir Muñoz, Luca Costabello, Kamalesh Kanakaraj, Zeeshan Nawaz, Brian Walsh, Sameh K. Mohamed, Pierre-Yves Vandenbussche, Colm J. Ryan, Walter Kolch, Dirk Fey

PLoS Comput. Biol., 2020

Background Knowledge Injection for Interpretable Sequence Classification.

Severin Gsponer, Luca Costabello, Chan Le Van, Sumit Pai, Christophe Guéret, Georgiana Ifrim, Freddy Lécué

CoRR, 2020

Knowledge Graph Embeddings and Explainable AI.

Federico Bianchi, Gaetano Rossiello, Luca Costabello, Matteo Palmonari, Pasquale Minervini

CoRR, 2020

Probability Calibration for Knowledge Graph Embedding Models.

Pedro Tabacof, Luca Costabello

Proceedings of the 8th International Conference on Learning Representations, 2020

2018

Interpretable Credit Application Predictions With Counterfactual Explanations.

Rory McGrath, Luca Costabello, Chan Le Van, Paul Sweeney, Farbod Kamiab, Zhao Shen, Freddy Lécué

CoRR, 2018

2017

Regularizing Knowledge Graph Embeddings via Equivalence and Inversion Axioms.

Pasquale Minervini, Luca Costabello, Emir Muñoz, Vít Novácek, Pierre-Yves Vandenbussche

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Traffic Analytics for Linked Data Publishers.

Luca Costabello, Pierre-Yves Vandenbussche, Gofran Shukair, Corine Deliot, Neil Wilson

Proceedings of the Semantic Web - 14th International Conference, 2017

2016

Access Logs Don't Lie: Towards Traffic Analytics for Linked Data Publishers.

Luca Costabello, Pierre-Yves Vandenbussche, Gofran Shukair, Corine Deliot, Neil Wilson

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

The British National Bibliography: Who Uses Our Linked Data?

Corine Deliot, Neil Wilson, Luca Costabello, Pierre-Yves Vandenbussche

Proceedings of the 2016 International Conference on Dublin Core and Metadata Applications, 2016

2015

"Context-aware access control and presentation for linked data" by Luca Costabello with Prateek Jain as coordinator.

Luca Costabello

SIGWEB Newsl., 2015

Conference Live: Accessible and Sociable Conference Semantic Data.

Anna Lisa Gentile, Maribel Acosta, Luca Costabello, Andrea Giovanni Nuzzolese, Valentina Presutti, Diego Reforgiato Recupero

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014

Context-Aware Presentation of Linked Data on Mobile.

Luca Costabello, Fabien Gandon

Int. J. Semantic Web Inf. Syst., 2014

Adaptive presentation of linked data on mobile.

Luca Costabello, Fabien Gandon

Proceedings of the 23rd International World Wide Web Conference, 2014

µRaptor: A DOM-based System with Appetite for hCard Elements.

Emir Muñoz, Luca Costabello, Pierre-Yves Vandenbussche

Proceedings of the Second International Workshop on Linked Data for Information Extraction (LD4IE 2014) co-located with the 13th International Semantic Web Conference (ISWC 2014), 2014

Error-Tolerant RDF Subgraph Matching for Adaptive Presentation of Linked Data on Mobile.

Luca Costabello

Proceedings of the Semantic Web: Trends and Challenges - 11th International Conference, 2014

2013

Social Semantic Network-Based Access Control.

Serena Villata, Luca Costabello, Fabien Gandon, Catherine Faron-Zucker, Michel Buffa

Proceedings of the Security and Privacy Preserving in Social Networks, 2013

Context-aware access control and presentation of linked data. (Contrôle d'accès et présentation contextuelle pour le Web des données).

Luca Costabello

PhD thesis, 2013

A Social Semantic Web Access Control Model.

Serena Villata, Luca Costabello, Nicolas Delaforge, Fabien Gandon

J. Data Semant., 2013

Assisted Policy Management for SPARQL Endpoints Access Control.

Luca Costabello, Serena Villata, Iacopo Vagliano, Fabien Gandon

Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Access Control for HTTP Operations on Linked Data.

Luca Costabello, Serena Villata, Oscar Rodriguez Rocha, Fabien Gandon

Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

2012

Linked Data Access Goes Mobile: Context-Aware Authorization for Graph Stores.

Luca Costabello, Serena Villata, Nicolas Delaforge, Fabien Gandon

Proceedings of the WWW2012 Workshop on Linked Data on the Web, 2012

Ubiquitous access control for SPARQL endpoints: lessons learned and future challenges.

Luca Costabello, Serena Villata, Nicolas Delaforge, Fabien Gandon

Proceedings of the 21st World Wide Web Conference, 2012

Spamming in Linked Data.

Ali Hasnain, Mustafa Al-Bakri, Luca Costabello, Zijie Cong, Ian Davis, Tom Heat

Proceedings of the Third International Workshop on Consuming Linked Data, 2012

SHI3LD: an access control framework for the mobile web of data.

Luca Costabello, Serena Villata, Nicolas Delaforge, Fabien Gandon

Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

Context-Aware Access Control for RDF Graph Stores.

Luca Costabello, Serena Villata, Fabien Gandon

Proceedings of the ECAI 2012, 2012

2011

DC Proposal: PRISSMA, Towards Mobile Adaptive Presentation of the Web of Data.

Luca Costabello

Proceedings of the Semantic Web - ISWC 2011, 2011

2008

Integrating User-Generated Content and Pervasive Communications.

Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas, Matthias Baldauf, Peter Fröhlich, Przemyslaw Musialski, Paolo Falcarin, Oscar Rodriguez Rocha, Luca Costabello, Laurent-Walter Goix, Alejandro Cadenas, Federica Paganelli, David Parlanti, Dino Giuli, Maria da Graça Campos Pimentel, Renan G. Cattelan, Erick Lazaro Melo, César A. C. Teixeira, Claudia Raibulet

IEEE Pervasive Comput., 2008

Sharing mobile user experiences with context-based mashups.

Luca Costabello, Oscar Rodriguez Rocha, Laurent-Walter Goix

Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2008