Younès Bennani

	2011
58		Guénaël Cabanes, Younès Bennani: Apprendre les contraintes topologiques dans les cartes auto-organisatrices. EGC 2011: 137-148
57		Rakia Jaziri, Mustapha Lebbah, Younès Bennani, Jean-Hugues Chenot: Structuration automatique des flux télévisuels par apprentissage non supervisé des répétitions. EGC 2011: 311-312
56		Lazhar Labiod, Younès Bennani: Interprétation spectrale de la classification relationnelle. EGC 2011: 431-436
55		Guénaël Cabanes, Younès Bennani: Visualisation de l'intra et inter structure des groupes en classification non supervisée. EGC 2011: 479-490
54		Lazhar Labiod, Younès Bennani: A Spectral Based Clustering Algorithm for Categorical Data with Maximum Modularity. ESANN 2011
53		Rakia Jaziri, Mustapha Lebbah, Younès Bennani, Jean-Hugues Chenot: SOS-HMM: Self-Organizing Structure of Hidden Markov Model. ICANN (2) 2011: 87-94
52		Nistor Grozavu, Younès Bennani: Simultaneous Pattern and Variable Weighting during Topological Clustering. ICONIP (1) 2011: 570-579
51		Guénaël Cabanes, Younès Bennani, Dominique Fresneau: A New Simultaneous Two-Levels Coclustering Algorithm for Behavioural Data-Mining. ICONIP (2) 2011: 745-752
50		Lazhar Labiod, Nistor Grozavu, Younès Bennani: Classification relationnelle topographique. Revue d'Intelligence Artificielle 25(3): 393-410 (2011)
	2010
49		Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël: Comparaisons structurelles de grandes bases de données par apprentissage non-supervisé. EGC 2010: 115-120
48		Mustapha Lebbah, Younès Bennani: Sous-échantillonnage topographique par apprentissage semi-supervisé. EGC 2010: 121-126
47		Nistor Grozavu, Lazhar Labiod, Younès Bennani: Autonomous Clustering Characterization for Categorical Data. ICMLA 2010: 607-613
46		Lazhar Labiod, Nistor Grozavu, Younès Bennani: Clustering Categorical Data Using an Extended Modularity Measure. ICONIP (2) 2010: 310-320
45		Guénaël Cabanes, Younès Bennani: Learning Topological Constraints in Self-Organizing Map. ICONIP (2) 2010: 367-374
44		Fatma Hamdi, Mustapha Lebbah, Younès Bennani: Topographic under-sampling for unbalanced distributions. IJCNN 2010: 1-6
43		Lazhar Labiod, Nistor Grozavu, Younès Bennani: Relational topological clustering. IJCNN 2010: 1-8
42		Guénaël Cabanes, Younès Bennani: Unsupervised Topographic Learning for Spatiotemporal Data Mining. Adv. Artificial Intellegence 2010: (2010)
41		Guénaël Cabanes, Younès Bennani, Dominique Fresneau: Mining RFID Behavior Data using Unsupervised Learning. IJAL 1(1): 28-47 (2010)
40		Lazhar Labiod, Nistor Grozavu, Younès Bennani: Relational Topological Map. International Journal of Computational Intelligence and Applications 9(4): 353-370 (2010)
	2009
39		Nistor Grozavu, Younès Bennani, Mustapha Lebbah: Caractérisation automatique des classes découvertes en classification non supervisée. EGC 2009: 43-54
38		Guénaël Cabanes, Younès Bennani, Dominique Fresneau: Exploration de données de traçabilité issues de la RFID par apprentissage non-supervisé. EGC 2009: 451-452
37		Nistor Grozavu, Younès Bennani, Mustapha Lebbah: Cluster-Dependent Feature Selection through a Weighted Learning Paradigm. EGC (best of volume) 2009: 133-147
36		Guénaël Cabanes, Younès Bennani, Frédéric Dufau-Joël: Mining Customers' Spatio-Temporal Behavior Data Using Topographic Unsupervised Learning. ICMLA 2009: 372-377
35		Nistor Grozavu, Younès Bennani: A New Competitive Strategy for Self Organizing Map Learning. ICMLA 2009: 689-692
34		Guénaël Cabanes, Younès Bennani: Comparing Large Datasets Structures through Unsupervised Learning. ICONIP (1) 2009: 546-553
33		Nistor Grozavu, Younès Bennani, Mustapha Lebbah: From variable weighting to cluster characterization in topographic unsupervised learning. IJCNN 2009: 1005-1010
32		Sujeevan Aseervatham, Younès Bennani: Semi-structured document categorization with a semantic kernel. Pattern Recognition 42(9): 2067-2076 (2009)
	2008
31		Nistor Grozavu, Younès Bennani, Mustapha Lebbah: Pondération locale des variables en apprentissage numérique non-supervisé. EGC 2008: 321-330
30		Guénaël Cabanes, Younès Bennani: Un algorithme de classification topographique non supervisée à deux niveaux simultanés. EGC 2008: 619-630
29		Mustapha Lebbah, Younès Bennani, Hamid Benhadda: Relational Analysis for Consensus Clustering from Multiple Partitions. ICMLA 2008: 218-223
28		Nicoleta Rogovschi, Mustapha Lebbah, Younès Bennani: Probabilistic Mixed Topological Map for Categorical and Continuous Data. ICMLA 2008: 224-231
27		Guénaël Cabanes, Younès Bennani: A local density-based simultaneous two-level algorithm for topographic clustering. IJCNN 2008: 1176-1182
26		Guénaël Cabanes, Younès Bennani, Claire Chartagnat, Dominique Fresneau: Topographic Connectionist Unsupervised Learning for RFID Behavior Data Mining. IWRT 2008: 63-72
25		Mustapha Lebbah, Younès Bennani, Nicoleta Rogovschi: A Probabilistic Self-Organizing Map for Binary Data Topographic Clustering. International Journal of Computational Intelligence and Applications 7(4): 363-383 (2008)
	2007
24		Sujeevan Aseervatham, Emmanuel Viennet, Younès Bennani: A Semantic Kernel for Semi-structured DocumentS. ICDM 2007: 403-408
23		Guénaël Cabanes, Younès Bennani: A simultaneous two-level clustering algorithm for automatic model selection. ICMLA 2007: 316-321
22		Mustapha Lebbah, Nicoleta Rogovschi, Younès Bennani: BeSOM : Bernoulli on Self-Organizing Map. IJCNN 2007: 631-636
21		Catherine Recanati, Nicoleta Rogovschi, Younès Bennani: Hybrid Unsupervised Learning to Uncover Discourse Structure. LTC 2007: 258-269
20		Catherine Recanati, Nicoleta Rogovschi, Younès Bennani: The structure of verbal sequences analyzed with unsupervised learning techniques CoRR abs/0710.2446: (2007)
19		Danielo Goncalves Gomes, Nazim Agoulmine, Younès Bennani, José Neuman de Souza: Predictive connectionist approach for VoD bandwidth management. Computer Communications 30(10): 2236-2247 (2007)
	2006
18		Sébastien Guérif, Younès Bennani: Selection of clusters number and features subset during a two-levels clustering task. Artificial Intelligence and Soft Computing 2006: 28-33
17		Zeina Jrad, Francine Krief, Lahcène Dehni, Younès Bennani: Artificial Intelligence Techniques in the Dynamic Negotiation of QoS: A User Interface for the Internet New Generation. Autonomic Networking 2006: 146-158
16		Khalid Benabdeslem, Younès Bennani: Dendogram-based SVM for Multi-Class Classification. CIT 14(4): 283-289 (2006)
	2005
15		Lahcène Dehni, Younès Bennani, Francine Krief: LEA2C: Low Energy Adaptive Connectionist Clustering for Wireless Sensor Networks. MATA 2005: 405-415
14		Farida Zehraoui, Younès Bennani: New Self-organizing Maps for Multivariate Sequences Processing. International Journal of Computational Intelligence and Applications 5(4): 439-456 (2005)
	2004
13		Farida Zehraoui, Younès Bennani: M-SOM-ART: Growing Self Organizing Map for Sequences Clustering and Classification. ECAI 2004: 564-570
	2002
12		Khalid Benabdeslem, Younès Bennani, Eric Janvier: Visualization and Analysis of Web Navigation Data. ICANN 2002: 486-491
	2001
11		Khalid Benabdeslem, Younès Bennani, Eric Janvier: Connectionist Approach for Website Visitors Behaviors Mining. AICCSA 2001: 511-
10		Younès Bennani, Fabrice Bossaert: Modular Connectionist Modelling and Classification Approaches for Local Diagnosis in Telecommunication Traffic Management. International Journal of Computational Intelligence and Applications 1(1): 53-70 (2001)
	2000
9		Méziane Yacoub, Younès Bennani: Detection et Selection d'Informations Pertinentes : application a la reconnaissance de visages. RIAO 2000: 649-664
8		Méziane Yacoub, Younès Bennani: Features Selection and Architecture Optimization in Connectionist Systems. Int. J. Neural Syst. 10(5): 379-395 (2000)
	1998
7		Tayeb Nedjari, Younès Bennani: A Hybrid System for Symbolic-Connectionist Interaction. NC 1998: 922-925
	1997
6		Younès Bennani, Fabrice Bossaert, Elisabeth Didelet: Linear and Nonlinear Combinations of Connectionist Models for Local Diagnosis in Real-Time Telephone Network Traffic Management. ICANN 1997: 1089-1094
	1995
5		Younès Bennani: A modular and hybrid connectionist system for speaker identification. Neural Computation 7(4): 791-798 (1995)
4		Younès Bennani, Patrick Gallinari: Neural networks for discrimination and modelization of speakers. Speech Communication 17(1-2): 159-175 (1995)
	1994
3		Younès Bennani: Multi-Expert and Hybrid Connectionist Approach for Pattern Recognition: Speaker Identification Task. Int. J. Neural Syst. 5(3): 207-216 (1994)
	1992
2		Younès Bennani: Speaker identification through a modular connectionist architecture: evaluation on the timit database. ICSLP 1992
	1990
1		Khalid Choukri, S. Soudoplatoff, A. Wallyn, Frédéric Bimbot, H. Valbret, Patrick Gallinari, Younès Bennani, A. Varga, M. Immendorfer, T. Michaux: Speech processing and recognition using integrated neurocomputing techniques (Esprit Basic Research Action 3228: SPRINT). Neurocomputing 2(2): 71-78 (1990)

Coauthor Index

1	Nazim Agoulmine	[19]
2	Sujeevan Aseervatham	[24] [32]
3	Khalid Benabdeslem	[11] [12] [16]
4	Hamid Benhadda	[29]
5	Frédéric Bimbot	[1]
6	Fabrice Bossaert	[6] [10]
7	Guénaël Cabanes	[23] [26] [27] [30] [34] [36] [38] [41] [42] [45] [49] [51] [55] [58]
8	Claire Chartagnat	[26]
9	Jean-Hugues Chenot	[53] [57]
10	Khalid Choukri	[1]
11	Lahcène Dehni	[15] [17]
12	Elisabeth Didelet	[6]
13	Frédéric Dufau-Joël	[36] [49]
14	Dominique Fresneau	[26] [38] [41] [51]
15	Patrick Gallinari	[1] [4]
16	Danielo Goncalves Gomes	[19]
17	Nistor Grozavu	[31] [33] [35] [37] [39] [40] [43] [46] [47] [50] [52]
18	Sébastien Guérif	[18]
19	Fatma Hamdi	[44]
20	M. Immendorfer	[1]
21	Eric Janvier	[11] [12]
22	Rakia Jaziri	[53] [57]
23	Zeina Jrad	[17]
24	Francine Krief	[15] [17]
25	Lazhar Labiod	[40] [43] [46] [47] [50] [54] [56]
26	Mustapha Lebbah	[22] [25] [28] [29] [31] [33] [37] [39] [44] [48] [53] [57]
27	T. Michaux	[1]
28	Tayeb Nedjari	[7]
29	Catherine Recanati	[20] [21]
30	Nicoleta Rogovschi	[20] [21] [22] [25] [28]
31	S. Soudoplatoff	[1]
32	José Neuman de Souza	[19]
33	H. Valbret	[1]
34	A. Varga	[1]
35	Emmanuel Viennet	[24]
36	A. Wallyn	[1]
37	Méziane Yacoub	[8] [9]
38	Farida Zehraoui	[13] [14]

Colors in the list of coauthors

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