Philippe C. Besse

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 10

Top Topics

Machine Learning

Big Data Analytics

Anomaly Detection

Top Venues

IEEE Trans. Intell. Transp. Syst.

Ingénierie des Systèmes d Inf.

Publications

Philippe C. Besse, Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes, Laurent Risser
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set. CoRR (2020)
Eva Jabbar, Philippe C. Besse, Jean-Michel Loubes, Christophe Merle
Conditional Anomaly Detection for Quality and Productivity Improvement of Electronics Manufacturing Systems. LOD (2019)
Philippe C. Besse, Brendan Guillouet, Jean-Michel Loubes, Francois Royer
Destination Prediction by Trajectory Distribution-Based Model. IEEE Trans. Intell. Transp. Syst. 19 (8) (2018)
Philippe C. Besse, Eustasio del Barrio, Paula Gordaliza, Jean-Michel Loubes
Confidence Intervals for Testing Disparate Impact in Fair Learning. CoRR (2018)
Philippe C. Besse, Céline Castets-Renard, Aurélien Garivier, Jean-Michel Loubes
Can everyday AI be ethical. Fairness of Machine Learning Algorithms. CoRR (2018)
Eva Jabbar, Philippe C. Besse, Jean-Michel Loubes, Nathalie Barbosa Roa, Christophe Merle, Rémi Dettai
Supervised Learning Approach for Surface-Mount Device Production. LOD (2018)
Philippe C. Besse, Brendan Guillouet, Béatrice Laurent
Wikistat 2.0: Educational Resources for Artificial Intelligence. CoRR (2018)
Philippe C. Besse, Brendan Guillouet, Jean-Michel Loubes
Big Data analytics. Three use cases with R, Python and Spark. CoRR (2016)
Philippe C. Besse, Brendan Guillouet, Jean-Michel Loubes, Francois Royer
Review and Perspective for Distance-Based Clustering of Vehicle Trajectories. IEEE Trans. Intell. Transp. Syst. 17 (11) (2016)
Philippe C. Besse, Brendan Guillouet, Jean-Michel Loubes, François Royer
Review and Perspective for Distance Based Trajectory Clustering. CoRR (2015)
Philippe C. Besse, Aurélien Garivier, Jean-Michel Loubes
Big data analytics - Retour vers le futur 3. De statisticien à data scientist. Ingénierie des Systèmes d Inf. 19 (3) (2014)
Philippe C. Besse, Aurélien Garivier, Jean-Michel Loubes
Big Data - Retour vers le Futur 3; De Statisticien à Data Scientist. CoRR (2014)