Alexey S. Ignatiev
AuthID: R-004-VTB
11
TITLE: A Scalable Two Stage Approach to Computing Optimal Decision Sets
AUTHORS: Alexey Ignatiev; Edward Lam; Peter J Stuckey; Joao Marques Silva;
PUBLISHED: 2021, SOURCE: 35th AAAI Conference on Artificial Intelligence, AAAI 2021, VOLUME: 5A
AUTHORS: Alexey Ignatiev; Edward Lam; Peter J Stuckey; Joao Marques Silva;
PUBLISHED: 2021, SOURCE: 35th AAAI Conference on Artificial Intelligence, AAAI 2021, VOLUME: 5A
INDEXED IN: 
Scopus
Scopus12
TITLE: Towards Formal Fairness in Machine Learning
AUTHORS: Alexey Ignatiev; Martin C Cooper; Mohamed Siala; Emmanuel Hebrard; Joao Marques Silva;
PUBLISHED: 2020, SOURCE: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12333 LNCS
AUTHORS: Alexey Ignatiev; Martin C Cooper; Mohamed Siala; Emmanuel Hebrard; Joao Marques Silva;
PUBLISHED: 2020, SOURCE: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12333 LNCS
13
TITLE: Branch Location Problems with Maximum Satisfiability
AUTHORS: Zaikin, O; Ignatiev, A; Marques Silva, J;
PUBLISHED: 2020, SOURCE: ECAI 2020: 24TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLUME: 325
AUTHORS: Zaikin, O; Ignatiev, A; Marques Silva, J;
PUBLISHED: 2020, SOURCE: ECAI 2020: 24TH EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLUME: 325
INDEXED IN: Scopus 
WOS
Scopus WOS14
TITLE: Explaining naive bayes and other linear classifiers with polynomial time and delay
AUTHORS: Joao Marques Silva; Thomas Gerspacher; Martin C Cooper; Alexey Ignatiev; Nina Narodytska;
PUBLISHED: 2020, SOURCE: Advances in Neural Information Processing Systems, VOLUME: 2020-December
AUTHORS: Joao Marques Silva; Thomas Gerspacher; Martin C Cooper; Alexey Ignatiev; Nina Narodytska;
PUBLISHED: 2020, SOURCE: Advances in Neural Information Processing Systems, VOLUME: 2020-December
INDEXED IN: Scopus
Scopus15
TITLE: Efficient Symmetry Breaking for SAT-Based Minimum DFA Inference
AUTHORS: Ilya Zakirzyanov; Morgado, António ; Alexey Ignatiev; Vladimir Ulyantsev; João Marques Silva ;
PUBLISHED: 2019, SOURCE: 13th International Conference on Language and Automata Theory and Applications, LATA 2019 in Language and Automata Theory and Applications - 13th International Conference, LATA 2019, St. Petersburg, Russia, March 26-29, 2019, Proceedings, VOLUME: 11417
AUTHORS: Ilya Zakirzyanov; Morgado, António ; Alexey Ignatiev; Vladimir Ulyantsev; João Marques Silva ;
PUBLISHED: 2019, SOURCE: 13th International Conference on Language and Automata Theory and Applications, LATA 2019 in Language and Automata Theory and Applications - 13th International Conference, LATA 2019, St. Petersburg, Russia, March 26-29, 2019, Proceedings, VOLUME: 11417
16
TITLE: On Computing the Union of MUSes
AUTHORS: Mencía, C; Kullmann, O; Ignatiev, A; Marques Silva, J ;
PUBLISHED: 2019, SOURCE: 22nd International Conference on Theory and Applications of Satisfiability Testing, SAT 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11628 LNCS
AUTHORS: Mencía, C; Kullmann, O; Ignatiev, A; Marques Silva, J ;
PUBLISHED: 2019, SOURCE: 22nd International Conference on Theory and Applications of Satisfiability Testing, SAT 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11628 LNCS
17
TITLE: DRMaxSAT with MaxHS: First Contact
AUTHORS: Morgado, António ; Ignatiev, A; Bonet, ML; Marques Silva, J ; Buss, S;
PUBLISHED: 2019, SOURCE: 22nd International Conference on Theory and Applications of Satisfiability Testing, SAT 2019 in THEORY AND APPLICATIONS OF SATISFIABILITY TESTING - SAT 2019, VOLUME: 11628
AUTHORS: Morgado, António ; Ignatiev, A; Bonet, ML; Marques Silva, J ; Buss, S;
PUBLISHED: 2019, SOURCE: 22nd International Conference on Theory and Applications of Satisfiability Testing, SAT 2019 in THEORY AND APPLICATIONS OF SATISFIABILITY TESTING - SAT 2019, VOLUME: 11628
18
TITLE: Assessing Heuristic Machine Learning Explanations with Model Counting
AUTHORS: Narodytska, N; Shrotri, A; Meel, KS; Ignatiev, A; Marques Silva, J ;
PUBLISHED: 2019, SOURCE: 22nd International Conference on Theory and Applications of Satisfiability Testing, SAT 2019 in THEORY AND APPLICATIONS OF SATISFIABILITY TESTING - SAT 2019, VOLUME: 11628
AUTHORS: Narodytska, N; Shrotri, A; Meel, KS; Ignatiev, A; Marques Silva, J ;
PUBLISHED: 2019, SOURCE: 22nd International Conference on Theory and Applications of Satisfiability Testing, SAT 2019 in THEORY AND APPLICATIONS OF SATISFIABILITY TESTING - SAT 2019, VOLUME: 11628
19
TITLE: Abduction-Based Explanations for Machine Learning Models
AUTHORS: Alexey Ignatiev; Nina Narodytska; Joao Marques Silva ;
PUBLISHED: 2019, SOURCE: 33rd AAAI Conference on Artificial Intelligence / 31st Innovative Applications of Artificial Intelligence Conference / 9th AAAI Symposium on Educational Advances in Artificial Intelligence in THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE
AUTHORS: Alexey Ignatiev; Nina Narodytska; Joao Marques Silva ;
PUBLISHED: 2019, SOURCE: 33rd AAAI Conference on Artificial Intelligence / 31st Innovative Applications of Artificial Intelligence Conference / 9th AAAI Symposium on Educational Advances in Artificial Intelligence in THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE
INDEXED IN: WOS
WOS20
TITLE: Model-Based Diagnosis with Multiple Observations
AUTHORS: Alexey Ignatiev; Morgado, António ; Georg Weissenbacher; João Marques Silva ;
PUBLISHED: 2019, SOURCE: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, VOLUME: 2019-August
AUTHORS: Alexey Ignatiev; Morgado, António ; Georg Weissenbacher; João Marques Silva ;
PUBLISHED: 2019, SOURCE: Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, VOLUME: 2019-August
