Luca Costabello

Affiliations:
  • Fujitsu Ireland


According to our database1, Luca Costabello authored at least 44 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
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., January, 2024

Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph Learning.
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.
J. Biomed. Informatics, August, 2023

KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation.
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.
Proceedings of the International Joint Conference on Neural Networks, 2023

Robust Explanation Constraints for Neural Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples.
CoRR, 2022

Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients.
CoRR, 2022

Unsupervised Customer Segmentation with Knowledge Graph Embeddings.
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.
Proceedings of the AMIA 2022, 2022

2021
Learning Embeddings from Knowledge Graphs With Numeric Edge Attributes.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Adversarial Attacks on Knowledge Graph Embeddings via Instance Attribution Methods.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

On Predicting Recurrence in Early Stage Non-small Cell Lung Cancer.
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.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Poisoning Knowledge Graph Embeddings via Relation Inference Patterns.
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.
Proceedings of the Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, 2020

Accurate prediction of kinase-substrate networks using knowledge graphs.
PLoS Comput. Biol., 2020

Background Knowledge Injection for Interpretable Sequence Classification.
CoRR, 2020

Knowledge Graph Embeddings and Explainable AI.
CoRR, 2020

Probability Calibration for Knowledge Graph Embedding Models.
Proceedings of the 8th International Conference on Learning Representations, 2020

2018
Interpretable Credit Application Predictions With Counterfactual Explanations.
CoRR, 2018

2017
Regularizing Knowledge Graph Embeddings via Equivalence and Inversion Axioms.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Traffic Analytics for Linked Data Publishers.
Proceedings of the Semantic Web - 14th International Conference, 2017

2016
Access Logs Don't Lie: Towards Traffic Analytics for Linked Data Publishers.
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?
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.
SIGWEB Newsl., 2015

Conference Live: Accessible and Sociable Conference Semantic Data.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014
Context-Aware Presentation of Linked Data on Mobile.
Int. J. Semantic Web Inf. Syst., 2014

Adaptive presentation of linked data on mobile.
Proceedings of the 23rd International World Wide Web Conference, 2014

µRaptor: A DOM-based System with Appetite for hCard Elements.
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.
Proceedings of the Semantic Web: Trends and Challenges - 11th International Conference, 2014

2013
Social Semantic Network-Based Access Control.
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).
PhD thesis, 2013

A Social Semantic Web Access Control Model.
J. Data Semant., 2013

Assisted Policy Management for SPARQL Endpoints Access Control.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Access Control for HTTP Operations on Linked Data.
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.
Proceedings of the WWW2012 Workshop on Linked Data on the Web, 2012

Ubiquitous access control for SPARQL endpoints: lessons learned and future challenges.
Proceedings of the 21st World Wide Web Conference, 2012

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

SHI3LD: an access control framework for the mobile web of data.
Proceedings of the 23rd ACM Conference on Hypertext and Social Media, 2012

Context-Aware Access Control for RDF Graph Stores.
Proceedings of the ECAI 2012, 2012

2011
DC Proposal: PRISSMA, Towards Mobile Adaptive Presentation of the Web of Data.
Proceedings of the Semantic Web - ISWC 2011, 2011

2008
Integrating User-Generated Content and Pervasive Communications.
IEEE Pervasive Comput., 2008

Sharing mobile user experiences with context-based mashups.
Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, 2008


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