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A novel approach based on clustering along with feature maximization and contrast graphs. An example of application for diachronic analysis of research
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In: CICLing 2019 (20th International Conference on Computational Linguistics and Intelligent Text Processing) ; https://hal.inria.fr/hal-03179712 ; CICLing 2019 (20th International Conference on Computational Linguistics and Intelligent Text Processing), Apr 2019, La Rochelle, France (2019)
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Recherche des évolutions technologiques à partir de bases de données bibliographiques : apport de la classification incrémentale
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In: Technologies de la Connaissance et Recherche d'Information en Contexte ; https://hal.inria.fr/inria-00535972 ; STI Collection. Technologies de la Connaissance et Recherche d'Information en Contexte, Hermes Science Publishing Ltd, 2011 (2011)
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Micro rappel précision non supervisés : vers de nouvelles mesures de qualité de clustering
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In: XVIIèmes Rencontres de la Société Francophone de Classification- SFC'10 ; https://hal.inria.fr/inria-00535940 ; XVIIèmes Rencontres de la Société Francophone de Classification- SFC'10, Jun 2010, Saint-Denis de La Réunion, France (2010)
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A new general paradigm for mining research topics evolving over time
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In: 3rd International Conference on Information Systems and Economic Intelligence - SIIE'2010 ; https://hal.inria.fr/inria-00535938 ; 3rd International Conference on Information Systems and Economic Intelligence - SIIE'2010, Feb 2010, Sousse, Tunisia (2010)
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Use of distance-based indexes might well lead to misinterpretation of clustering quality results
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In: 1st International Workshop on Validation Statistics ; https://hal.inria.fr/inria-00535963 ; 1st International Workshop on Validation Statistics, Oct 2010, Berlin, Germany (2010)
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Unsupervised recall and precision measures: a step towards new efficient clustering quality indexes
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In: 19th International Conference on Computational Statistics - COMPSTAT'2010 ; https://hal.inria.fr/inria-00535961 ; 19th International Conference on Computational Statistics - COMPSTAT'2010, Aug 2010, Paris, France (2010)
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A new multi-viewpoint and multi-level clustering paradigm for efficient data mining tasks
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In: New Fundamental Technologies in Data Mining ; https://hal.inria.fr/inria-00535971 ; Kimito Funatsu. New Fundamental Technologies in Data Mining, INTECH Open Access Publisher, chapitre 15, pp. 283-304, 2010, INTECH E-Book Series (2010)
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| 8 |
Les méthodes de classification non supervisées appliquées aux textes : mesure de la performance des résultats de clustering de documents
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In: Association Canadienne des Science de l'Information - ACSI 2010 ; https://hal.inria.fr/inria-00535941 ; Association Canadienne des Science de l'Information - ACSI 2010, Jun 2010, Montreal, Canada (2010)
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| 9 |
A new incremental neural clustering approach for performing reliable large scope scientometrics analysis
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In: 6th International Conference on Webometrics, Informetrics and Scientometrics and 11th COLLNET Meeting ; https://hal.inria.fr/inria-00535967 ; 6th International Conference on Webometrics, Informetrics and Scientometrics and 11th COLLNET Meeting, Oct 2010, Mysore, India (2010)
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A new incremental growing neural gas algorithm based on clusters labeling maximization: application to clustering of heterogeneous textual data
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In: 23rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE 2010) ; https://hal.inria.fr/inria-00535942 ; 23rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE 2010), Jun 2010, Cordoba, Spain (2010)
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| 11 |
Intelligent patents analysis using a multiview neural-based approach
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In: Conference on Recent Trends in Patinformatics ; https://hal.inria.fr/inria-00535934 ; Conference on Recent Trends in Patinformatics, Dec 2009, Puna, India (2009)
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| 12 |
Analysis of research topics evolving over time using an unsupervised neural clustering in a multiview context
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In: 5th International Conference on Webometrics, Informetrics and Scientometrics and 10th COLLNET Meeting - WIS 2009 ; https://hal.inria.fr/inria-00437936 ; 5th International Conference on Webometrics, Informetrics and Scientometrics and 10th COLLNET Meeting - WIS 2009, Sep 2009, Dalian, China (2009)
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