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Philippe Lenca
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Publications
- 2022
- [j20]Thomas Delacroix, Philippe Lenca, Stéphane Lallich:
What to expect from a set of itemsets? Inf. Sci. 593: 314-340 (2022) - 2015
- [j14]Philippe Lenca, Stéphane Lallich:
Guest editor's introduction: special issue on quality issues, measures of interestingness and evaluation of data mining models. J. Intell. Inf. Syst. 45(3): 295-297 (2015) - [j12]Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich:
Classifying many-class high-dimensional fingerprint datasets using random forest of oblique decision trees. Vietnam. J. Comput. Sci. 2(1): 3-12 (2015) - [c32]Thomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stéphane Lallich:
Constrained independence for detecting interesting patterns. DSAA 2015: 1-10 - 2012
- [j8]Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
Optimonotone Measures for Optimal Rule Discovery. Comput. Intell. 28(4): 475-504 (2012) - [p4]Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich:
Mesure formelle de la robustesse des règles d'association. Mesurer et évaluer la Qualité des Données et des Connaissances 2012: 71-88 - 2011
- [c26]Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure. Discovery Science 2011: 179-193 - 2010
- [c21]Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich:
A Robustness Measure of Association Rules. ECML/PKDD (2) 2010: 227-242 - [p3]Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
Mining Interesting Rules Without Support Requirement: A General Universal Existential Upward Closure Property. Data Mining 2010: 75-98 - 2009
- [c18]Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich, Nguyen-Khang Pham:
Classifying Very-High-Dimensional Data with Random Forests of Oblique Decision Trees. EGC (best of volume) 2009: 39-55 - [c17]Thanh-Nghi Do, Stéphane Lallich, Nguyen-Khang Pham, Philippe Lenca:
Un nouvel algorithme de forêts aléatoires d'arbres obliques particulièrement adapté à la classification de données en grandes dimensions. EGC 2009: 79-90 - [c15]Yannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich:
All-Monotony: A Generalization of the All-Confidence Antimonotony. ICMLA 2009: 759-764 - [c14]Yannick Le Bras, Philippe Lenca, Stéphane Lallich:
On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. PAKDD 2009: 705-712 - 2008
- [j5]Philippe Lenca, Patrick Meyer, Benoît Vaillant, Stéphane Lallich:
On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid. Eur. J. Oper. Res. 184(2): 610-626 (2008) - [c13]Nguyen-Khang Pham, Thanh-Nghi Do, Philippe Lenca, Stéphane Lallich:
Using Local Node Information in Decision Trees: Coupling a Local Labeling Rule with an Off-centered Entropy. DMIN 2008: 117-123 - [c12]Philippe Lenca, Stéphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham:
A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees. PAKDD 2008: 634-643 - [p2]Benoît Vaillant, Stéphane Lallich, Philippe Lenca:
On the behavior of the generalizations of the intensity of implication: A data-driven comparative study. Statistical Implicative Analysis 2008: 421-447 - 2007
- [c11]Jérôme Azé, Philippe Lenca, Stéphane Lallich, Benoît Vaillant:
A Study of the Robustness of Association Rules. DMIN 2007: 163-169 - [p1]Philippe Lenca, Benoît Vaillant, Patrick Meyer, Stéphane Lallich:
Association Rule Interestingness Measures: Experimental and Theoretical Studies. Quality Measures in Data Mining 2007: 51-76 - 2006
- [c9]Benoît Vaillant, Stéphane Lallich, Philippe Lenca:
Modeling of the counter-examples and association rules interestingness measures behavior. DMIN 2006: 132-137 - 2005
- [c6]Benoît Vaillant, Patrick Meyer, Elie Prudhomme, Stéphane Lallich, Philippe Lenca, Sébastien Bigaret:
Mesurer l'intérêt des règles d'association. EGC (Ateliers) 2005: 421-426 - 2004
- [c5]Benoît Vaillant, Philippe Lenca, Stéphane Lallich:
A Clustering of Interestingness Measures. Discovery Science 2004: 290-297 - [c4]Benoît Vaillant, Philippe Lenca, Stéphane Lallich:
Etude expérimentale de mesures de qualité de règles d'associations. EGC 2004: 341-352
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last updated on 2023-09-27 22:47 CEST by the dblp team
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