François Role

According to our database, François Role authored at least 20 papers between 1998 and 2022.

Collaborative distances:

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

2022

Classification non supervisée de documents à partir des modèles Transformeurs.

Mira Ait Saada, François Role, Mohamed Nadif

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

Unsupervised and self-supervised deep learning approaches for biomedical text mining.

Mohamed Nadif, François Role

Briefings Bioinform., 2021

Unsupervised Methods for the Study of Transformer Embeddings.

Mira Ait Saada, François Role, Mohamed Nadif

Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

How to Leverage a Multi-layered Transformer Language Model for Text Clustering: an Ensemble Approach.

Mira Ait Saada, François Role, Mohamed Nadif

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2018

Sparse Poisson Latent Block Model for Document Clustering (Extended Abstract).

Melissa Ailem, François Role, Mohamed Nadif

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Unsupervised Evaluation of Text Co-clustering Algorithms Using Neural Word Embeddings.

François Role, Stanislas Morbieu, Mohamed Nadif

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Sparse Poisson Latent Block Model for Document Clustering.

Melissa Ailem, François Role, Mohamed Nadif

IEEE Trans. Knowl. Data Eng., 2017

Model-based co-clustering for the effective handling of sparse data.

Melissa Ailem, François Role, Mohamed Nadif

Pattern Recognit., 2017

2016

Graph modularity maximization as an effective method for co-clustering text data.

Melissa Ailem, François Role, Mohamed Nadif

Knowl. Based Syst., 2016

Unsupervised text mining for assessing and augmenting GWAS results.

Melissa Ailem, François Role, Mohamed Nadif, Florence Demenais

J. Biomed. Informatics, 2016

2015

Pour une meilleure exploitation de la classification croisée dans les systèmes de filtrage collaboratif.

Aghiles Salah, Nicoleta Rogovschi, François Role, Mohamed Nadif

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

Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity.

Melissa Ailem, François Role, Mohamed Nadif

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Beyond cluster labeling: Semantic interpretation of clusters' contents using a graph representation.

François Role, Mohamed Nadif

Knowl. Based Syst., 2014

2011

Handling the Impact of Low Frequency Events on Co-occurrence based Measures of Word Similarity - A Case Study of Pointwise Mutual Information.

François Role, Mohamed Nadif

Proceedings of the KDIR 2011, 2011

PPMI : étude formelle d'une variante à valeurs positives de la PMI.

François Role, Mohamed Nadif

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

2007

Large-Scale Knowledge Acquisition from Botanical Texts.

François Role, Milagros Fernández Gavilanes, Éric Villemonte de la Clergerie

Proceedings of the Natural Language Processing and Information Systems, 2007

2006

Construction incrémentale d'une ontologie par analyse du texte et de la structure des documents.

François Role, Guillaume Rousse

Document Numérique, 2006

2002

Text-image Coupling for Editing Literary Sources.

Eric Lecolinet, Laurent Robert, François Role

Comput. Humanit., 2002

2001

Dealing with large documents in the Digital Library : a case study of ETD documents.

François Role, Stéphane Chaudiron, Madjid Ihadjadene

Proceedings of the Electronic Publishing '01, 2001 in the Digital Publishing Odyssey: 5th ICCC/IFIP conference held at the University of Kent, 2001

1998

An Integrated Reading and Editing Environment for Scholarly Research on Literary Works and Their Handwritten Sources.

Eric Lecolinet, Laurence Likforman-Sulem, Laurent Robert, François Role, Jean-Louis Lebrave

Proceedings of the 3rd ACM International Conference on Digital Libraries, 1998