François Role

Publication Activity (10 Years)

Years Active: 1998-2022
Publications (10 Years): 10

Top Topics

Nonnegative Matrix Tri Factorization

Unsupervised Methods

Semantic Interpretation

Top Venues

Knowl. Based Syst.

Pattern Recognit.

Publications

Mira Ait Saada, François Role, Mohamed Nadif
Classification non supervisée de documents à partir des modèles Transformeurs. EGC (2022)
Mohamed Nadif, François Role
Unsupervised and self-supervised deep learning approaches for biomedical text mining. Briefings Bioinform. 22 (2) (2021)
Mira Ait Saada, François Role, Mohamed Nadif
How to Leverage a Multi-layered Transformer Language Model for Text Clustering: an Ensemble Approach. CIKM (2021)
Mira Ait Saada, François Role, Mohamed Nadif
Unsupervised Methods for the Study of Transformer Embeddings. IDA (2021)
François Role, Stanislas Morbieu, Mohamed Nadif
Unsupervised Evaluation of Text Co-clustering Algorithms Using Neural Word Embeddings. CIKM (2018)
Melissa Ailem, François Role, Mohamed Nadif
Sparse Poisson Latent Block Model for Document Clustering (Extended Abstract). ICDE (2018)
Melissa Ailem, François Role, Mohamed Nadif
Model-based co-clustering for the effective handling of sparse data. Pattern Recognit. 72 (2017)
Melissa Ailem, François Role, Mohamed Nadif
Sparse Poisson Latent Block Model for Document Clustering. IEEE Trans. Knowl. Data Eng. 29 (7) (2017)
Melissa Ailem, François Role, Mohamed Nadif
Graph modularity maximization as an effective method for co-clustering text data. Knowl. Based Syst. 109 (2016)
Melissa Ailem, François Role, Mohamed Nadif, Florence Demenais
Unsupervised text mining for assessing and augmenting GWAS results. J. Biomed. Informatics 60 (2016)
Melissa Ailem, François Role, Mohamed Nadif
Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity. CIKM (2015)
Aghiles Salah, Nicoleta Rogovschi, François Role, Mohamed Nadif
Pour une meilleure exploitation de la classification croisée dans les systèmes de filtrage collaboratif. EGC (2015)
François Role, Mohamed Nadif
Beyond cluster labeling: Semantic interpretation of clusters' contents using a graph representation. Knowl. Based Syst. 56 (2014)
François Role, Mohamed Nadif
PPMI : étude formelle d'une variante à valeurs positives de la PMI. EGC (2011)
François Role, Mohamed Nadif
Handling the Impact of Low Frequency Events on Co-occurrence based Measures of Word Similarity - A Case Study of Pointwise Mutual Information. KDIR (2011)
François Role, Milagros Fernández Gavilanes, Éric Villemonte de la Clergerie
Large-Scale Knowledge Acquisition from Botanical Texts. NLDB (2007)
François Role, Guillaume Rousse
Construction incrémentale d'une ontologie par analyse du texte et de la structure des documents. Document Numérique 9 (1) (2006)
Eric Lecolinet, Laurent Robert, François Role
Text-image Coupling for Editing Literary Sources. Comput. Humanit. 36 (1) (2002)
François Role, Stéphane Chaudiron, Madjid Ihadjadene
Dealing with large documents in the Digital Library : a case study of ETD documents. ELPUB (2001)
Eric Lecolinet, Laurence Likforman-Sulem, Laurent Robert, François Role, Jean-Louis Lebrave
An Integrated Reading and Editing Environment for Scholarly Research on Literary Works and Their Handwritten Sources. ACM DL (1998)