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François Role
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2020 – today
- 2022
- [c12]Mira Ait Saada, François Role, Mohamed Nadif:
Classification non supervisée de documents à partir des modèles Transformeurs. EGC 2022: 331-338 - 2021
- [j8]Mohamed Nadif, François Role:
Unsupervised and self-supervised deep learning approaches for biomedical text mining. Briefings Bioinform. 22(2): 1592-1603 (2021) - [c11]Mira Ait Saada, François Role, Mohamed Nadif:
How to Leverage a Multi-layered Transformer Language Model for Text Clustering: an Ensemble Approach. CIKM 2021: 2837-2841 - [c10]Mira Ait Saada, François Role, Mohamed Nadif:
Unsupervised Methods for the Study of Transformer Embeddings. IDA 2021: 287-300
2010 – 2019
- 2018
- [c9]François Role, Stanislas Morbieu, Mohamed Nadif:
Unsupervised Evaluation of Text Co-clustering Algorithms Using Neural Word Embeddings. CIKM 2018: 1827-1830 - [c8]Melissa Ailem, François Role, Mohamed Nadif
:
Sparse Poisson Latent Block Model for Document Clustering (Extended Abstract). ICDE 2018: 1743-1744 - 2017
- [j7]Melissa Ailem, François Role, Mohamed Nadif
Model-based co-clustering for the effective handling of sparse data. Pattern Recognit. 72: 108-122 (2017) - [j6]Melissa Ailem, François Role, Mohamed Nadif:
Sparse Poisson Latent Block Model for Document Clustering. IEEE Trans. Knowl. Data Eng. 29(7): 1563-1576 (2017) - 2016
- [j5]Melissa Ailem, François Role, Mohamed Nadif, Florence Demenais
Unsupervised text mining for assessing and augmenting GWAS results. J. Biomed. Informatics 60: 252-259 (2016) - [j4]Melissa Ailem, François Role, Mohamed Nadif:
Graph modularity maximization as an effective method for co-clustering text data. Knowl. Based Syst. 109: 160-173 (2016) - 2015
- [c7]Melissa Ailem, François Role, Mohamed Nadif:
Co-clustering Document-term Matrices by Direct Maximization of Graph Modularity. CIKM 2015: 1807-1810 - [c6]Aghiles Salah, Nicoleta Rogovschi, François Role, Mohamed Nadif:
Pour une meilleure exploitation de la classification croisée dans les systèmes de filtrage collaboratif. EGC 2015: 347-358 - 2014
- [j3]François Role, Mohamed Nadif:
Beyond cluster labeling: Semantic interpretation of clusters' contents using a graph representation. Knowl. Based Syst. 56: 141-155 (2014) - 2011
- [c5]François Role, Mohamed Nadif:
PPMI : étude formelle d'une variante à valeurs positives de la PMI. EGC 2011: 295-296 - [c4]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: 226-231
2000 – 2009
- 2007
- [c3]François Role, Milagros Fernández Gavilanes, Éric Villemonte de la Clergerie
Large-Scale Knowledge Acquisition from Botanical Texts. NLDB 2007: 395-400 - 2006
- [j2]François Role, Guillaume Rousse:
Construction incrémentale d'une ontologie par analyse du texte et de la structure des documents. Document Numérique 9(1): 77-92 (2006) - 2002
- [j1]Eric Lecolinet
Text-image Coupling for Editing Literary Sources. Comput. Humanit. 36(1): 49-73 (2002) - 2001
- [c2]François Role, Stéphane Chaudiron, Madjid Ihadjadene:
Dealing with large documents in the Digital Library : a case study of ETD documents. ELPUB 2001
1990 – 1999
- 1998
- [c1]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: 144-151
Coauthor Index
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