João Paulo Marques da Silva
AuthID: R-000-J0P
1
TITLE: On the failings of Shapley values for explainability
AUTHORS: Xuanxiang Huang; Joao Marques-Silva;
PUBLISHED: 2024, SOURCE: International Journal of Approximate Reasoning, VOLUME: 171
AUTHORS: Xuanxiang Huang; Joao Marques-Silva;
PUBLISHED: 2024, SOURCE: International Journal of Approximate Reasoning, VOLUME: 171
2
TITLE: Explainability Is
Not
a Game
AUTHORS: Joao Marques-Silva; Xuanxiang Huang;
PUBLISHED: 2024, SOURCE: Communications of the ACM, VOLUME: 67, ISSUE: 7
AUTHORS: Joao Marques-Silva; Xuanxiang Huang;
PUBLISHED: 2024, SOURCE: Communications of the ACM, VOLUME: 67, ISSUE: 7
3
TITLE: Logic-Based Explainability: Past, Present and Future
AUTHORS: Joao Marques-Silva;
PUBLISHED: 2024, SOURCE: Lecture Notes in Computer Science - Leveraging Applications of Formal Methods, Verification and Validation. Software Engineering Methodologies
AUTHORS: Joao Marques-Silva;
PUBLISHED: 2024, SOURCE: Lecture Notes in Computer Science - Leveraging Applications of Formal Methods, Verification and Validation. Software Engineering Methodologies
4
TITLE: Tractability of explaining classifier decisions
AUTHORS: Cooper, MC; Marques Silva, J;
PUBLISHED: 2023, SOURCE: ARTIFICIAL INTELLIGENCE, VOLUME: 316
AUTHORS: Cooper, MC; Marques Silva, J;
PUBLISHED: 2023, SOURCE: ARTIFICIAL INTELLIGENCE, VOLUME: 316
5
TITLE: On Logic-Based Explainability with Partially Specified Inputs
AUTHORS: Ramón Béjar; Morgado, António; Jordi Planes; João Marques Silva;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.15803
AUTHORS: Ramón Béjar; Morgado, António; Jordi Planes; João Marques Silva;
PUBLISHED: 2023, SOURCE: CoRR, VOLUME: abs/2306.15803
INDEXED IN: 
DBLP
DBLP6
TITLE: ANTENNA: Visual Analytics of Mobility Derived from Cellphone Data
AUTHORS: Silva, Pedro; Maçãs, Catarina; Correia, Joao; Machado, Penousal; Polisciuc, Evgheni;
PUBLISHED: 2023, SOURCE: 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / 17th International Conference on Computer Vision Theory and Applications (VISAPP) in COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VISIGRAPP 2022, VOLUME: 1815
AUTHORS: Silva, Pedro; Maçãs, Catarina; Correia, Joao; Machado, Penousal; Polisciuc, Evgheni;
PUBLISHED: 2023, SOURCE: 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) / 17th International Conference on Computer Vision Theory and Applications (VISAPP) in COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VISIGRAPP 2022, VOLUME: 1815
7
TITLE: Feature Necessity & Relevancy in ML Classifier Explanations
AUTHORS: Xuanxiang Huang; Martin C Cooper; Morgado, António; Jordi Planes; Joao Marques-Silva;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science - Tools and Algorithms for the Construction and Analysis of Systems
AUTHORS: Xuanxiang Huang; Martin C Cooper; Morgado, António; Jordi Planes; Joao Marques-Silva;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science - Tools and Algorithms for the Construction and Analysis of Systems
8
TITLE: Logic-Based Explainability in Machine Learning
AUTHORS: Joao Marques-Silva;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science - Reasoning Web. Causality, Explanations and Declarative Knowledge
AUTHORS: Joao Marques-Silva;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science - Reasoning Web. Causality, Explanations and Declarative Knowledge
9
TITLE: Certified Logic-Based Explainable AI – The Case of Monotonic Classifiers
AUTHORS: Aurélie Hurault; Joao Marques-Silva;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science - Tests and Proofs
AUTHORS: Aurélie Hurault; Joao Marques-Silva;
PUBLISHED: 2023, SOURCE: Lecture Notes in Computer Science - Tests and Proofs
10
TITLE: From Decision Trees to Explained Decision Sets
AUTHORS: Xuanxiang Huang; Joao Marques-Silva;
PUBLISHED: 2023, SOURCE: Frontiers in Artificial Intelligence and Applications - ECAI 2023
AUTHORS: Xuanxiang Huang; Joao Marques-Silva;
PUBLISHED: 2023, SOURCE: Frontiers in Artificial Intelligence and Applications - ECAI 2023
