A case study in a recommender system based on purchase data B Pradel, S Sean, J Delporte, S Guérif, C Rouveirol, N Usunier, ... Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 69 | 2011 |
Réduction de dimension en apprentissage numérique non supervisé S Guérif Paris 13, 2006 | 28 | 2006 |
Dimensionality reduction trough unsupervised features selection S Guérif, Y Bennani International Conference on Engineering Applications of Neural Networks, 2007 | 21 | 2007 |
Selection of clusters number and features subset during a two-levels clustering task. S Guérif, Y Bennani Artificial Intelligence and Soft Computing, 28-33, 2006 | 21 | 2006 |
µ-SOM: Weighting features during clustering S Guérif, Y Bennani, E Janvier Proceedings of the 5th Workshop On Self-Organizing Maps (WSOM’05), 397-404, 2005 | 16 | 2005 |
Sparse representation wavelet based classification LH Ngo, M Luong, NM Sirakov, T Le-Tien, S Guerif, E Viennet 2018 25th IEEE International Conference on Image Processing (ICIP), 2974-2978, 2018 | 12 | 2018 |
Unsupervised variable selection: when random rankings sound as irrelevancy S Guérif New Challenges for Feature Selection in Data Mining and Knowledge Discovery …, 2008 | 9 | 2008 |
Sélection de variables en apprentissage numérique non supervisé S Guérif, Y Bennani Univ. Paris, 2007 | 7 | 2007 |
Réduction des dimensions des données en apprentissage artificiel Y Bennani, E Viennet, S Guérif Apprentissage Artificiel et Fouille de Données, 28, 2008 | 6 | 2008 |
Connectionist and ethological approaches for discovering salient facial movements features in human gender recognition S Guérif, Y Bennani, C Baudoin 28th International Conference on Information Technology Interfaces, 2006 …, 2006 | 3 | 2006 |
Unsupervised feature selection: when random rankings sound as irrelevancy S Guérif Workshop on New Challenges for feature selection in datamining (FSDM 08 …, 2008 | 1 | 2008 |
Simultaneous Feature and Model Selection for High-Dimensional Data A Perolini, S Guerif 2011 IEEE 23rd International Conference on Tools with Artificial …, 2011 | | 2011 |
Une interface utilisateur pour faciliter l'accès à l'Internet Nouvelle Génération Z Jrad, F Krief, S Guérif Journées Doctorales Informatique et Réseaux, xx, 2005 | | 2005 |
Sous-échantillonnage et test de permutations pour la sélection de variables non supervisée S Guérif | | |