Luca Costabello

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 32

Top Venues

CoRR

WWW (Companion Volume)

ICLR

AMIA

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Samuele Buosi, Mohan Timilsina, Adrianna Janik, Luca Costabello, Maria Torrente, Mariano Provencio, Dirk Fey, Vít Novácek
Machine learning estimated probability of relapse in early-stage non-small-cell lung cancer patients with aneuploidy imputation scores and knowledge graph embeddings. Expert Syst. Appl. 235 (2024)
Jeffrey Sardina, Luca Costabello, Christophe Guéret
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning. ICSC (2024)
Jeffrey Sardina, Luca Costabello, Christophe Guéret
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning. CoRR (2024)
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
Machine Learning Survival Models for Relapse Prediction in a Early Stage Lung Cancer Patient. IJCNN (2023)
Vasileios Baltatzis, Luca Costabello
KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation. LoG (2023)
Matthew Wicker, Juyeon Heo, Luca Costabello, Adrian Weller
Robust Explanation Constraints for Neural Networks. ICLR (2023)
Vasileios Baltatzis, Luca Costabello
KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation. CoRR (2023)
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
Synergy between imputed genetic pathway and clinical information for predicting recurrence in early stage non-small cell lung cancer. J. Biomed. Informatics 144 (2023)
Sumit Pai, Fiona Brennan, Adrianna Janik, Teutly Correia, Luca Costabello
Unsupervised Customer Segmentation with Knowledge Graph Embeddings. WWW (Companion Volume) (2022)
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
Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients. CoRR (2022)
Mohan Timilsina, Samuele Bousi, Dirk Fey, Adrianna Janik, Maria Torrente, Mariano Provencio, Alberto Bermúdez, Enric Carcereny, Luca Costabello, Delvys Abreu, Manuel Cobo, Rafael Castro, Reyes Bernabé, Maria Guirado, Pasquale Minervini, Vít Novácek
Integration of Clinical Information and Imputed Aneuploidy Scores to Enhance Relapse Prediction in Early Stage Lung Cancer Patients. AMIA (2022)
Matthew Wicker, Juyeon Heo, Luca Costabello, Adrian Weller
Robust Explanation Constraints for Neural Networks. CoRR (2022)
Adrianna Janik, Luca Costabello
Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples. CoRR (2022)
Peru Bhardwaj, John D. Kelleher, Luca Costabello, Declan O'Sullivan
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods. CoRR (2021)
Sameh K. Mohamed, Brian Walsh, Mohan Timilsina, Vít Novácek, Maria Torrente, Fabio Franco, Mariano Provencio, Adrianna Janik, Luca Costabello, Pontus Stenetorp, Pasquale Minervini
On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer. AMIA (2021)
Lisa Schut, Oscar Key, Rory McGrath, Luca Costabello, Bogdan Sacaleanu, Medb Corcoran, Yarin Gal
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties. AISTATS (2021)
Peru Bhardwaj, John D. Kelleher, Luca Costabello, Declan O'Sullivan
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns. ACL/IJCNLP (1) (2021)
Peru Bhardwaj, John D. Kelleher, Luca Costabello, Declan O'Sullivan
Poisoning Knowledge Graph Embeddings via Relation Inference Patterns. CoRR (2021)
Peru Bhardwaj, John D. Kelleher, Luca Costabello, Declan O'Sullivan
Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods. EMNLP (1) (2021)
Lisa Schut, Oscar Key, Rory McGrath, Luca Costabello, Bogdan Sacaleanu, Medb Corcoran, Yarin Gal
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric Uncertainties. CoRR (2021)
Sumit Pai, Luca Costabello
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes. CoRR (2021)
Sumit Pai, Luca Costabello
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes. IJCAI (2021)
Federico Bianchi, Gaetano Rossiello, Luca Costabello, Matteo Palmonari, Pasquale Minervini
Knowledge Graph Embeddings and Explainable AI. CoRR (2020)
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
Accurate prediction of kinase-substrate networks using knowledge graphs. PLoS Comput. Biol. 16 (12) (2020)
Pedro Tabacof, Luca Costabello
Probability Calibration for Knowledge Graph Embedding Models. ICLR (2020)
Severin Gsponer, Luca Costabello, Chan Le Van, Sumit Pai, Christophe Guéret, Georgiana Ifrim, Freddy Lécué
Background Knowledge Injection for Interpretable Sequence Classification. CoRR (2020)
Pedro Tabacof, Luca Costabello
Probability Calibration for Knowledge Graph Embedding Models. CoRR (2019)
Rory McGrath, Luca Costabello, Chan Le Van, Paul Sweeney, Farbod Kamiab, Zhao Shen, Freddy Lécué
Interpretable Credit Application Predictions With Counterfactual Explanations. CoRR (2018)
Pasquale Minervini, Luca Costabello, Emir Muñoz, Vít Novácek, Pierre-Yves Vandenbussche
Regularizing Knowledge Graph Embeddings via Equivalence and Inversion Axioms. ECML/PKDD (1) (2017)
Luca Costabello, Pierre-Yves Vandenbussche, Gofran Shukair, Corine Deliot, Neil Wilson
Traffic Analytics for Linked Data Publishers. ESWC (1) (2017)
Corine Deliot, Neil Wilson, Luca Costabello, Pierre-Yves Vandenbussche
The British National Bibliography: Who Uses Our Linked Data? Dublin Core Conference (2016)
Luca Costabello, Pierre-Yves Vandenbussche, Gofran Shukair, Corine Deliot, Neil Wilson
Access Logs Don't Lie: Towards Traffic Analytics for Linked Data Publishers. ISWC (Posters & Demos) (2016)
Luca Costabello
"Context-aware access control and presentation for linked data" by Luca Costabello with Prateek Jain as coordinator. SIGWEB Newsl. 2015 (Spring) (2015)
Anna Lisa Gentile, Maribel Acosta, Luca Costabello, Andrea Giovanni Nuzzolese, Valentina Presutti, Diego Reforgiato Recupero
Conference Live: Accessible and Sociable Conference Semantic Data. WWW (Companion Volume) (2015)
Emir Muñoz, Luca Costabello, Pierre-Yves Vandenbussche
µRaptor: A DOM-based System with Appetite for hCard Elements. LD4IE@ISWC (2014)
Luca Costabello
Error-Tolerant RDF Subgraph Matching for Adaptive Presentation of Linked Data on Mobile. ESWC (2014)
Luca Costabello, Fabien Gandon
Context-Aware Presentation of Linked Data on Mobile. Int. J. Semantic Web Inf. Syst. 10 (4) (2014)
Luca Costabello, Fabien Gandon
Adaptive presentation of linked data on mobile. WWW (Companion Volume) (2014)
Luca Costabello, Serena Villata, Oscar Rodriguez Rocha, Fabien Gandon
Access Control for HTTP Operations on Linked Data. ESWC (2013)
Serena Villata, Luca Costabello, Nicolas Delaforge, Fabien Gandon
A Social Semantic Web Access Control Model. J. Data Semant. 2 (1) (2013)
Luca Costabello, Serena Villata, Iacopo Vagliano, Fabien Gandon
Assisted Policy Management for SPARQL Endpoints Access Control. ISWC (Posters & Demos) (2013)
Luca Costabello, Serena Villata, Nicolas Delaforge, Fabien Gandon
Ubiquitous access control for SPARQL endpoints: lessons learned and future challenges. WWW (Companion Volume) (2012)
Luca Costabello, Serena Villata, Nicolas Delaforge, Fabien Gandon
Linked Data Access Goes Mobile: Context-Aware Authorization for Graph Stores. LDOW (2012)
Ali Hasnain, Mustafa Al-Bakri, Luca Costabello, Zijie Cong, Ian Davis, Tom Heat
Spamming in Linked Data. COLD (2012)
Luca Costabello, Serena Villata, Nicolas Delaforge, Fabien Gandon
SHI3LD: an access control framework for the mobile web of data. HT (2012)
Luca Costabello, Serena Villata, Fabien Gandon
Context-Aware Access Control for RDF Graph Stores. ECAI (2012)
Luca Costabello
DC Proposal: PRISSMA, Towards Mobile Adaptive Presentation of the Web of Data. ISWC (2) (2011)
Luca Costabello, Oscar Rodriguez Rocha, Laurent-Walter Goix
Sharing mobile user experiences with context-based mashups. MobiQuitous (2008)
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
Integrating User-Generated Content and Pervasive Communications. IEEE Pervasive Comput. 7 (4) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luca Costabello