Mory Ouattara
Associated Member
2025
Conference Articles
- Sparse weighted multi-view clustering. In 9th conference of Data Science, Statistics, and Visualisation (DSSV 2025), Kruger National Park, South Africa, 2025. www
2024
Conference Articles
- Weighted Consensus Clustering for Unbiased Feature Importance in Random Forests. In 18th conference of the International Federation of Classification Societies, San José, Costa Rica, 2024. www
- Clustering variables: a survey and some new developments. In Sensometrics 2024, Paris, France, 2024. www
2023
Conference Articles
- A comparison of some methods for clustering of variables of mixed types. In Programme and Book of Abstracts, pages 85-86, Viana Do Castelo, Portugal, 2023. www
- Une comparaison de quelques méthodes de classification de variables mixtes. In Rencontres de la Société Francophone de Classification, pages 115-116, Strasbourg, France, 2023. www
2021
Conference Articles
- Unbiased Feature selection in Random Forests using Consensus Feature Clustering. In Data Science, Statistics & Visualisation(DSSV) and European Conference on Data Analysis (ECDA), Rotterdam, Netherlands, 2021. www
- Sparse Subspace K-means. In 3rd IEEE ICDM Workshop on Deep Learning and Clustering. In conjunction with IEEE ICDM 2021 December 7-10, 2021., pages 678-685, IEEE, Auckland, New Zealand, 2021. doi www
- Sparse Divisive Feature Clustering. In Program and Book of Abstracts, pages 75-76, Covilh~a, Portugal, Program and Book of Abstracts , 2021. www
2020
Journal Articles
- Estimation of phytoplankton pigments from ocean-color satellite observations in the Senegalo--Mauritanian region by using an advanced neural classifier. In Ocean Science, 16 (2): 513-533, 2020. doi www
2016
Journal Articles
- Two step soft subspace SOM : une méthode de classification multi-bloc avec sélection de variables. In Revue des Nouvelles Technologies de l'Information: 51-66, 2016. www
2014
Conference Articles
- H2S-SOM : Une méthode de soft-subspace clustering basée sur SOM pour la sélection de variables en classification. In African Conference on Research in Computer Science and Applied Mathematics (CARI), pages 13, Saint Louis, Senegal, 2014. www
- Une approche basée sur STATIS pour la fusion decartes topologiques auto-organisées. In 14?mes Journ?es Francophones ''Extraction et Gestion des Connaissances'' EGC 2014, pages xxx, Rennes, France, 2014. www
- Imputation multiple avec SOM. In Soci?t? Francophone de Classification, pages 6, Rabat, Morocco, 2014. www
PhD Theses
2013
Conference Articles
- Soft Subpace clustering pour données multiblocsbasée sur les cartes topologiques auto-organiséesSOM : 2S-SOM. In SFDS 2013, pages xx, Toulouse, France, 2013. www
- STATIS BASED MULTIBLOCK CLUSTERING. In International Federation of Classification Societies Conference IFCS 2013, pages xx, Tilburg, Netherlands, 2013. www
Miscellaneous
2012
Conference Articles
- Classification multi blocs pondérée basée sur les cartes topologiques auto-organisées (ConSOM). In XIX conf?rence de la Soci?t? Fran?aise de classification SFC : 2012, pages x, Marseille, France, 2012. www
- Weighted Hierarchical Mixed Topological Map: une méthode de classification hiérarchique `a deux niveaux. In Extraction et Fouille des données Complexe, pages 10, bordeaux, France, 2012. www
Miscellaneous
2011
Books
Conference Articles
- Hierarchical-MTM (HMTM): Classification d'individus décrits par des variables mixtes structurées en blocs. In JDS'2011, 43e Journ?es de Statistique, pages xx, tunis, Tunisia, 2011. www