Entrepôts, Représentation et Ingénierie des Connaissances
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(106) Production(s) of LALLICH S.

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

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

Conference: International Conference on Data Mining (DMIN’08) (Las Vegas, US, 2008)
Proceedings: 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

Author(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)
Proceedings: , vol. p.634-643 (2008)


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+ Risk factors analysis for nosocomial infections in intensive care unit: a data mining approach

Author(s): Gicquel Q., Metzger Marie-Hélène, Lepape Alain, Bahri E., Lallich S.

Conference: IXth International Conference on System Science in Health Care, Lyon (, FR, 2008)
Proceedings: , vol. p. (2008)


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+ Expérimentation de l'entropie décentrée pour le traitement des données déséquilibrées en induction par arbres

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

Conference: 4ème Atelier Qualité des Données et des Connaissances (QDC-EGC 08), Nice (, FR, 2008)
Proceedings: , vol. p. (2008)


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+ Toward an Unsupervised Boosting-Like Approach

Author(s): Billot R., Suchier HM, Lallich S.

Conference: Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC CLADAG 2008), Caserta, Italie (, FR, 2008)
Proceedings: , vol. p. (2008)


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+ Une approche ensembliste inspirée du boosting en classification non supervisée

Author(s): Billot R., Suchier HM, Lallich S.

Conference: 8ème Conférence Extraction et Gestion des Connaissances (EGC 08), Nice (Toulouse, FR, 2008)
Proceedings: Cépaduès, vol. E-8 p.361-372 (2008)


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+ On the behaviour of the generalisations of the intensity of implication: a data-driven comparative study doi link

Author(s): Vaillant B, Lallich S., Lenca Philippe

Book chapter: On The Behaviour Of The Generalisations Of The Intensity Of Implication: A Data-Driven Comparative Study, vol. p.421-447 (2008)


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