Entrepôts, Représentation et Ingénierie des Connaissances
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(104) Production(s) de LALLICH S.

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+ Quality issues, measures of interestingness and evaluation of data mining models hal link

Auteur(s): LENCA Philippe, Lallich S.

Ouvrage: Springer (2009)


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+ A New Clustering Algorithm Based on Regions of Influence with Self-Detection of the Best Number of Clusters hal link

Auteur(s): Muhlenbach Fabrice, Lallich S.

Conference: The Ninth IEEE International Conference on Data Mining (Miami, Florida, US, 2009-12-06)
Actes de conférence: Proceeding of the Ninth IEEE International Conference on Data Mining, vol. p.884-888 (2009)


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+ All-monotony: a generalization of the all-confidence antimonotony hal link

Auteur(s): Le Bras Yannick, LENCA Philippe, MOGA Sorin, Lallich S.

Conference: 8th International Conference on Machine Learning and Applications (Miami, US, 2009-12-13)
Actes de conférence: Proceedings 8th International Conference on Machine Learning and Applications, vol. p.759 - 764 (2009)


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+ Optimization of Self-Organizing Maps Ensemble in Prediction

Auteur(s): Prudhomme E., Lallich S.

Conference: International Conference on Data Mining (DMIN’08) (Las Vegas, US, 2008)
Actes de conférence: Proc. of International Conference on Data Mining (DMIN’08), vol. p.683-688 (2008)


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+ Self-Organized map ensemble adapted to large high dimensional data, an application to semi-supervised learning

Auteur(s): Prudhomme E., Lallich S.

Conference: 17th International Symposium on Methodologies for Intelligent Systems (ISMIS 08), Toronto, Canada (Heidelberg, Germany, FR, 2008)
Actes de conférence: Springer, vol. p.100-110 (2008)


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+ Using local node information in decision trees: coupling a local labeling rule with an off-centered entropy

Auteur(s): Pham Nk, Do Tn, Lenca Philippe, Lallich S.

Conference: International Conference on Data Mining (DMIN’08) (Las Vegas, US, 2008)
Actes de conférence: Proc. of International Conference on Data Mining (DMIN’08), vol. p.117-123 (2008)


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+ A comparison of different off-centered entropies to deal with class imbalance for decision trees

Auteur(s): Lenca Philippe, Lallich S., Do TN, Pham NK

Conference: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 08), Osaka, Japan (, FR, 2008)
Actes de conférence: , vol. p.634-643 (2008)


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