Zobrazeno 1 - 10
of 104
pro vyhledávání: '"Tabia, Karim"'
Publikováno v:
The 23rd International Conference on Artificial Intelligence (ICAI'21), Jul 2021, Las Vegas, United States. https://www.springer.com/series/11769
In this paper titled A Model-Agnostic SAT-based approach for Symbolic Explanation Enumeration we propose a generic agnostic approach allowing to generate different and complementary types of symbolic explanations. More precisely, we generate explanat
Externí odkaz:
http://arxiv.org/abs/2206.11539
Publikováno v:
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Nov 2021, Virtual Event Queensland Australia, Australia. pp.120-129
The ever increasing complexity of machine learning techniques used more and more in practice, gives rise to the need to explain the predictions and decisions of these models, often used as black-boxes. Explainable AI approaches are either numerical f
Externí odkaz:
http://arxiv.org/abs/2206.11900
Publikováno v:
14th International Conference, SUM 2020, Bozen-Bolzano, Italy, Sep 2020, Virtual event Bozen-Bolzano, Italy. pp.270-277
In this paper titled A Symbolic Approach for Counterfactual Explanations we propose a novel symbolic approach to provide counterfactual explanations for a classifier predictions. Contrary to most explanation approaches where the goal is to understand
Externí odkaz:
http://arxiv.org/abs/2206.09638
Publikováno v:
In Data & Knowledge Engineering July 2024 152
Autor:
Baget, Jean Francois, Benferhat, Salem, Bouraoui, Zied, Croitoru, Madalina, Mugnier, Marie-Laure, Papini, Odile, Rocher, Swan, Tabia, Karim
We propose a general framework for inconsistency-tolerant query answering within existential rule setting. This framework unifies the main semantics proposed by the state of art and introduces new ones based on cardinality and majority principles. It
Externí odkaz:
http://arxiv.org/abs/1602.05828
Publikováno v:
In Fuzzy Sets and Systems 15 July 2018 343:35-49
Publikováno v:
PFIA’22
PFIA’22, PFIA (Plate-Forme Intelligence Artificielle), Jun 2022, Saint-Etienne (FR), France
PFIA’22, PFIA (Plate-Forme Intelligence Artificielle), Jun 2022, Saint-Etienne (FR), France
International audience
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______4254::8f824f2d3cef14c69414054452b674c0
https://hal.science/hal-04167525
https://hal.science/hal-04167525
Optimisation du parking des avions à Paris Charles de Gaulle
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od_______166::205598aa399a99dd795dfeaca31d36ab
https://hal.archives-ouvertes.fr/hal-03595354
https://hal.archives-ouvertes.fr/hal-03595354
Akademický článek
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