Romain Guigourès

According to our database, Romain Guigourès authored at least 17 papers between 2011 and 2019.

Collaborative distances:

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

2019

A deep learning system for predicting size and fit in fashion e-commerce.

Abdul-Saboor Sheikh, Romain Guigourès, Evgenii Koriagin, Yuen King Ho, Reza Shirvany, Roland Vollgraf, Urs Bergmann

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

SizeNet: Weakly Supervised Learning of Visual Size and Fit in Fashion Images.

Nour Karessli, Romain Guigourès, Reza Shirvany

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Discovering patterns in time-varying graphs: a triclustering approach.

Romain Guigourès, Marc Boullé, Fabrice Rossi

Adv. Data Anal. Classif., 2018

A hierarchical bayesian model for size recommendation in fashion.

Romain Guigourès, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh, Urs Bergmann, Reza Shirvany

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

2015

Cats & Co: Categorical Time Series Coclustering.

Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot

CoRR, 2015

Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models.

Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot, Fabrice Rossi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

TESS: Temporal event sequence summarization.

Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Clustering de séquences d'évènements temporels.

Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot

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

2013

Feature Extraction over Multiple Representations for Time Series Classification.

Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot

Proceedings of the New Frontiers in Mining Complex Patterns, 2013

Co-Clustering Network-Constrained Trajectory Data.

Mohamed Khalil El Mahrsi, Romain Guigourès, Fabrice Rossi, Marc Boullé

Proceedings of the Advances in Knowledge Discovery and Management, 2013

Classifications croisées de données de trajectoires contraintes par un réseau routier.

Mohamed Khalil El Mahrsi, Romain Guigourès, Fabrice Rossi, Marc Boullé

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

A Study of the Spatio-Temporal Correlations in Mobile Calls Networks.

Romain Guigourès, Marc Boullé, Fabrice Rossi

Proceedings of the Advances in Knowledge Discovery and Management, 2013

Étude des corrélations spatio-temporelles des appels mobiles en France.

Romain Guigourès, Marc Boullé, Fabrice Rossi

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012

A Triclustering Approach for Time Evolving Graphs.

Romain Guigourès, Marc Boullé, Fabrice Rossi

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Nonparametric Hierarchical Clustering of Functional Data.

Marc Boullé, Romain Guigourès, Fabrice Rossi

Proceedings of the Advances in Knowledge Discovery and Management, 2012

Clustering hiérarchique non paramétrique de données fonctionnelles.

Marc Boullé, Romain Guigourès, Fabrice Rossi

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011

Optimisation directe des poids de modèles dans un prédicteur Bayésien naïf moyenné.

Romain Guigourès, Marc Boullé

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011