Guillaume Bosc

According to our database, Guillaume Bosc authored at least 13 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Chemical features mining provides new descriptive structure-odor relationships.

Carmen C. Licon, Guillaume Bosc, Mohammed Sabri, Marylou Mantel, Arnaud P. Fournel, Caroline Bushdid, Jérôme Golebiowski, Céline Robardet, Marc Plantevit, Mehdi Kaytoue, Moustafa Bensafi

PLoS Comput. Biol., 2019

2018

Anytime discovery of a diverse set of patterns with Monte Carlo tree search.

Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue

Data Min. Knowl. Discov., 2018

2017

Anytime discovery of a diverse set of patterns with Monte Carlo tree search. (Découverte d'un ensemble diversifié de motifs avec la recherche arborescente de Monte Carlo).

Guillaume Bosc

PhD thesis, 2017

A Pattern Mining Approach to Study Strategy Balance in RTS Games.

Guillaume Bosc, Philip Tan, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue

IEEE Trans. Comput. Intell. AI Games, 2017

A Proposition for Sequence Mining Using Pattern Structures.

Víctor Codocedo, Guillaume Bosc, Mehdi Kaytoue, Jean-François Boulicaut, Amedeo Napoli

Proceedings of the Formal Concept Analysis - 14th International Conference, 2017

Découverte de sous-groupes avec les arbres de recherche de Monte Carlo.

Guillaume Bosc, Jean-François Boulicaut, Chedy Raïssi, Mehdi Kaytoue

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

2016

Any-time Diverse Subgroup Discovery with Monte Carlo Tree Search.

Guillaume Bosc, Chedy Raïssi, Jean-François Boulicaut, Mehdi Kaytoue

CoRR, 2016

h(odor): Interactive Discovery of Hypotheses on the Structure-Odor Relationship in Neuroscience.

Guillaume Bosc, Marc Plantevit, Jean-François Boulicaut, Moustafa Bensafi, Mehdi Kaytoue

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships.

Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, Jean-François Boulicaut, Mehdi Kaytoue

Proceedings of the Discovery Science - 19th International Conference, 2016

2015

Vers la découverte de modèles exceptionnels locaux : des règles descriptives liant les molécules à leurs odeurs.

Guillaume Bosc, Mehdi Kaytoue, Marc Plantevit, Fabien De Marchi, Moustafa Bensafi, Jean-François Boulicaut

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014

Fouille de motifs séquentiels pour l'élicitation de stratégies à partir de traces d'interactions entre agents en compétition.

Guillaume Bosc, Mehdi Kaytoue-Uberall, Chedy Raïssi, Jean-François Boulicaut

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Mining Balanced Sequential Patterns in RTS Games.

Guillaume Bosc, Mehdi Kaytoue-Uberall, Chedy Raïssi, Jean-François Boulicaut, Philip Tan

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

Strategic Patterns Discovery in RTS-games for E-Sport with Sequential Pattern Mining.

Guillaume Bosc, Mehdi Kaytoue, Chedy Raïssi, Jean-François Boulicaut

Proceedings of the 2nd Workshop on Machine Learning and Data Mining for Sports Analytics co-located with 2013 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2013), 2013