João Paulo Marques da Silva
AuthID: R-000-J0P
11
TITLE: Using MaxSAT for Efficient Explanations of Tree Ensembles
AUTHORS: Alexey Ignatiev; Yacine Izza; Peter J Stuckey; Joao Marques Silva;
PUBLISHED: 2022, SOURCE: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, VOLUME: 36
AUTHORS: Alexey Ignatiev; Yacine Izza; Peter J Stuckey; Joao Marques Silva;
PUBLISHED: 2022, SOURCE: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, VOLUME: 36
INDEXED IN: 
Scopus
Scopus12
TITLE: Tractable Explanations for d-DNNF Classifiers
AUTHORS: Xuanxiang Huang; Yacine Izza; Alexey Ignatiev; Martin Cooper; Nicholas Asher; Joao Marques Silva;
PUBLISHED: 2022, SOURCE: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, VOLUME: 36
AUTHORS: Xuanxiang Huang; Yacine Izza; Alexey Ignatiev; Martin Cooper; Nicholas Asher; Joao Marques Silva;
PUBLISHED: 2022, SOURCE: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, VOLUME: 36
INDEXED IN: Scopus
Scopus13
TITLE: On Tackling Explanation Redundancy in Decision Trees Full Text
AUTHORS: Yacine Izza; Alexey Ignatiev; Joao Marques Silva;
PUBLISHED: 2022, SOURCE: Journal of Artificial Intelligence Research, VOLUME: 75
AUTHORS: Yacine Izza; Alexey Ignatiev; Joao Marques Silva;
PUBLISHED: 2022, SOURCE: Journal of Artificial Intelligence Research, VOLUME: 75
14
TITLE: Constraint-Driven Explanations for Black Box ML Models
AUTHORS: Aditya A Shrotri; Nina Narodytska; Alexey Ignatiev; Kuldeep S Meel; Joao Marques Silva; Moshe Y Vardi;
PUBLISHED: 2022, SOURCE: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, VOLUME: 36
AUTHORS: Aditya A Shrotri; Nina Narodytska; Alexey Ignatiev; Kuldeep S Meel; Joao Marques Silva; Moshe Y Vardi;
PUBLISHED: 2022, SOURCE: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, VOLUME: 36
INDEXED IN: Scopus
Scopus15
TITLE: Delivering Trustworthy AI through Formal XAI
AUTHORS: Joao Marques Silva; Alexey Ignatiev;
PUBLISHED: 2022, SOURCE: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, VOLUME: 36
AUTHORS: Joao Marques Silva; Alexey Ignatiev;
PUBLISHED: 2022, SOURCE: Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022, VOLUME: 36
INDEXED IN: Scopus
Scopus16
TITLE: Conflict-Driven clause learning SAT solvers
AUTHORS: Joao Marques Silva; Ines Lynce; Sharad Malik;
PUBLISHED: 2021, SOURCE: Handbook of Satisfiability: Second Edition
AUTHORS: Joao Marques Silva; Ines Lynce; Sharad Malik;
PUBLISHED: 2021, SOURCE: Handbook of Satisfiability: Second Edition
INDEXED IN: Scopus
Scopus17
TITLE: Auditing static machine learning anti-Malware tools against metamorphic attacks Full Text
AUTHORS: Gibert, D; Mateu, C; Planes, J; Marques Silva, J;
PUBLISHED: 2021, SOURCE: COMPUTERS & SECURITY, VOLUME: 102
AUTHORS: Gibert, D; Mateu, C; Planes, J; Marques Silva, J;
PUBLISHED: 2021, SOURCE: COMPUTERS & SECURITY, VOLUME: 102
18
TITLE: Chapter 4: Conflict-driven clause learning SAT solvers
AUTHORS: Joao Marques Silva; Ines Lynce; Sharad Malik;
PUBLISHED: 2021, SOURCE: Frontiers in Artificial Intelligence and Applications, VOLUME: 336
AUTHORS: Joao Marques Silva; Ines Lynce; Sharad Malik;
PUBLISHED: 2021, SOURCE: Frontiers in Artificial Intelligence and Applications, VOLUME: 336
INDEXED IN: Scopus 
Unpaywall
Scopus Unpaywall19
TITLE: Optimizing Binary Decision Diagrams for Interpretable Machine Learning Classification
AUTHORS: Gianpiero Cabodi; Paolo E Camurati; Alexey Ignatiev; Joao Marques Silva; Marco Palena; Paolo Pasini;
PUBLISHED: 2021, SOURCE: Proceedings -Design, Automation and Test in Europe, DATE, VOLUME: 2021-February
AUTHORS: Gianpiero Cabodi; Paolo E Camurati; Alexey Ignatiev; Joao Marques Silva; Marco Palena; Paolo Pasini;
PUBLISHED: 2021, SOURCE: Proceedings -Design, Automation and Test in Europe, DATE, VOLUME: 2021-February
20
TITLE: On Explaining Random Forests with SAT
AUTHORS: Yacine Izza; Joao Marques Silva;
PUBLISHED: 2021, SOURCE: IJCAI International Joint Conference on Artificial Intelligence
AUTHORS: Yacine Izza; Joao Marques Silva;
PUBLISHED: 2021, SOURCE: IJCAI International Joint Conference on Artificial Intelligence
INDEXED IN: Scopus
Scopus