Gilles Audemard

Gilles Audemard

Université d'Artois

H-index: 24

Europe-France

About Gilles Audemard

Gilles Audemard, With an exceptional h-index of 24 and a recent h-index of 17 (since 2020), a distinguished researcher at Université d'Artois, specializes in the field of Constraints, SAT, SMT, CSP, QBF.

His recent articles reflect a diverse array of research interests and contributions to the field:

Check-In Desk Scheduling Optimisation at CDG International Airport

Proceedings of the 2023 XCSP3 Competition

PyXAI: calculer en Python des explications pour des modèles d'apprentissage supervisé

Sur les explications abductives préférées pour les arbres de décision et les forêts aléatoires

On contrastive explanations for tree-based classifiers

HAL Id: hal-04484388

Guiding Backtrack Search by Tracking Variables During Constraint Propagation

Deriving Explanations for Decision Trees: The Impact of Domain Theories

Gilles Audemard Information

University

Position

Professor of Computer Science CRIL

Citations(all)

3633

Citations(since 2020)

1455

Cited By

2751

hIndex(all)

24

hIndex(since 2020)

17

i10Index(all)

49

i10Index(since 2020)

27

Email

University Profile Page

Université d'Artois

Google Scholar

View Google Scholar Profile

Gilles Audemard Skills & Research Interests

Constraints

SAT

SMT

CSP

QBF

Top articles of Gilles Audemard

Title

Journal

Author(s)

Publication Date

Check-In Desk Scheduling Optimisation at CDG International Airport

Proceedings of the AAAI Conference on Artificial Intelligence

Thibault Falque

Gilles Audemard

Christophe Lecoutre

Bertrand Mazure

2024/3/24

Proceedings of the 2023 XCSP3 Competition

Gilles Audemard

Christophe Lecoutre

Emmanuel Lonca

2024/3/2

PyXAI: calculer en Python des explications pour des modèles d'apprentissage supervisé

Gilles Audemard

Steve Bellart

Louenas Bounia

Jean-Marie Lagniez

Pierre Marquis

...

2023/1/16

Sur les explications abductives préférées pour les arbres de décision et les forêts aléatoires

Gilles Audemard

Steve Bellart

Louenas Bounia

Frederic Koriche

Jean-Marie Lagniez

...

2023/1/16

On contrastive explanations for tree-based classifiers

Gilles Audemard

Jean-Marie Lagniez

Pierre Marquis

Nicolas Szczepanski

2023

HAL Id: hal-04484388

Gilles Audemard

Christophe Lecoutre

Emmanuel Lonca

2023/8/30

Guiding Backtrack Search by Tracking Variables During Constraint Propagation

Gilles Audemard

Christophe Lecoutre

Charles Prud'Homme

2023

Deriving Explanations for Decision Trees: The Impact of Domain Theories

Gilles Audemard

Jean-Marie Lagniez

Pierre Marquis

Nicolas Szczepanski

2023/8/2

Computing abductive explanations for boosted trees

Gilles Audemard

Jean-Marie Lagniez

Pierre Marquis

Nicolas Szczepanski

2023/4/11

Les raisons majoritaires: des explications abductives pour les forêts aléatoires

Extraction et Gestion des Connaissances: EGC'2022

Gilles Audemard

Steve Bellart

Louenas Bounia

Frédéric Koriche

Jean-Marie Lagniez

...

2022/1/17

XCSP3 Competition 2022

Gilles Audemard

Christophe Lecoutre

Emmanuel Lonca

2022/8/3

Sur le pouvoir explicatif des arbres de décision

Extraction et Gestion des Connaissances: EGC'2022

Gilles Audemard

Steve Bellart

Louenas Bounia

Frédéric Koriche

Jean-Marie Lagniez

...

2022/1/17

A new exact solver for (weighted) max# SAT

Gilles Audemard

Jean-Marie Lagniez

Marie Miceli

2022/8/2

On preferred abductive explanations for decision trees and random forests

Gilles Audemard

Steve Bellart

Louenas Bounia

Frédéric Koriche

Jean-Marie Lagniez

...

2022/7/23

Trading complexity for sparsity in random forest explanations

Proceedings of the AAAI Conference on Artificial Intelligence

Gilles Audemard

Steve Bellart

Louenas Bounia

Frédéric Koriche

Jean-Marie Lagniez

...

2022/6/28

Identifying soft cores in propositional formulæ

Gilles Audemard

Jean-Marie Lagniez

Marie Miceli

Olivier Roussel

2022/2/3

On the explanatory power of boolean decision trees

Data & Knowledge Engineering

Gilles Audemard

Steve Bellart

Louenas Bounia

Frédéric Koriche

Jean-Marie Lagniez

...

2022/11/1

On the explanatory power of decision trees

arXiv preprint arXiv:2108.05266

Gilles Audemard

Steve Bellart

Louenas Bounia

Frédéric Koriche

Jean-Marie Lagniez

...

2021/8/11

A hybrid CP/MOLS approach for multi-objective imbalanced classification

Nicolas Szczepanski

Gilles Audemard

Laetitia Jourdan

Christophe Lecoutre

Lucien Mousin

...

2021/6/26

On the computational intelligibility of boolean classifiers

arXiv preprint arXiv:2104.06172

Gilles Audemard

Steve Bellart

Louenas Bounia

Frédéric Koriche

Jean-Marie Lagniez

...

2021/4/13

See List of Professors in Gilles Audemard University(Université d'Artois)

Co-Authors

H-index: 37
Vijay Ganesh

Vijay Ganesh

University of Waterloo

H-index: 32
Christophe Lecoutre

Christophe Lecoutre

Université d'Artois

H-index: 31
Laurent Simon

Laurent Simon

Université de Bordeaux

H-index: 20
Bertrand Mazure

Bertrand Mazure

Université d'Artois

H-index: 19
Jean-Marie Lagniez

Jean-Marie Lagniez

Université d'Artois

H-index: 16
Cédric Piette

Cédric Piette

Université d'Artois

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