Concepedia

Louènas Bounia

LB

4

Publications

88

Citations

4

H-Index

2021

Active since

Affiliations

Université d'Artois(Current)

Institut Universitaire de France

Centre National de la Recherche Scientifique

Louènas Bounia is an author at Université d'Artois specializing in knowledge discovery, automated reasoning, and data mining.

Top concepts

Data MiningEngineeringComputer ScienceAutomated ReasoningKnowledge DiscoveryData ScienceMachine LearningArtificial IntelligenceComputational ComplexityInterpretability

Publications per year

2021–2022

4

Publications

4

On the explanatory power of Boolean decision trees

Gilles Audemard, Steve Bellart, Louènas Bounia et al. · Data & Knowledge Engineering · 2022 · 34 citations · Full text

Engineering, Boolean Function, Data Mining +7

Trading Complexity for Sparsity in Random Forest Explanations

Gilles Audemard, Steve Bellart, Louènas Bounia et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 22 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

On the Computational Intelligibility of Boolean Classifiers

Gilles Audemard, Steve Bellart, Louènas Bounia et al. · 2021 · 16 citations · Full text

Circuit Complexity, Artificial Intelligence, Engineering +19

On Preferred Abductive Explanations for Decision Trees and Random Forests

Gilles Audemard, Steve Bellart, Louènas Bounia et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 16 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

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