Stéphane Lallich

2009
33		Emna Bahri, Stéphane Lallich: FCP-Growth, une adaptation de FP-Growth pour générer des règles d'association de classe. EGC 2009: 461-462
32		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
31	EE	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
30	EE	Emna Bahri, Stéphane Lallich, Nicolas Nicoloyannis, Mondher Maddouri: A Hybrid Approach of Boosting Against Noisy Data. Mining Complex Data 2009: 41-54
2008
29		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
28		Elie Prudhomme, Stéphane Lallich: Optimization of Self-Organizing Maps Ensemble in Prediction. DMIN 2008: 683-688
27		Romain Billot, Henri-Maxime Suchier, Stéphane Lallich: Une approche ensembliste inspirée du boosting en classification non supervisée. EGC 2008: 361-372
26	EE	Elie Prudhomme, Stéphane Lallich: Maps Ensemble for Semi-Supervised Learning of Large High Dimensional Datasets. ISMIS 2008: 100-110
25	EE	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
24	EE	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
23	EE	Philippe Lenca, Patrick Meyer, Benoît Vaillant, Stéphane Lallich: On selecting interestingness measures for association rules: User oriented description and multiple criteria decision aid. European Journal of Operational Research 184(2): 610-626 (2008)
2007
22		Jérôme Azé, Philippe Lenca, Stéphane Lallich, Benoît Vaillant: A Study of the Robustness of Association Rules. DMIN 2007: 163-169
21		Elie Prudhomme, Stéphane Lallich: Ensemble prédicteur fondé sur les cartes auto-organisatrices adapté aux données volumineuses. EGC 2007: 473-484
20	EE	Stéphane Lallich, Olivier Teytaud, Elie Prudhomme: Association Rule Interestingness: Measure and Statistical Validation. Quality Measures in Data Mining 2007: 251-275
19	EE	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
18		Benoît Vaillant, Stéphane Lallich, Philippe Lenca: Modeling of the counter-examples and association rules interestingness measures behavior. DMIN 2006: 132-137
2005
17		Elie Prudhomme, Stéphane Lallich: Validation statistique des cartes de Kohonen en apprentissage supervisé. EGC 2005: 79-90
2004
16	EE	Benoît Vaillant, Philippe Lenca, Stéphane Lallich: A Clustering of Interestingness Measures. Discovery Science 2004: 290-297
15	EE	Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed: Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class. Discovery Science 2004: 314-321
14		Stéphane Lallich, Elie Prudhomme, Olivier Teytaud: Contrôle du risque multiple pour la sélection de règles d'association significatives. EGC 2004: 305-316
13		Benoît Vaillant, Philippe Lenca, Stéphane Lallich: Etude expérimentale de mesures de qualité de règles d'associations. EGC 2004: 341-352
12		Amandine Duffoux, Omar Boussaid, Stéphane Lallich, Fadila Bentayeb: Fouille dans la structure de documents XML. EGC 2004: 519-524
11	EE	Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed: Identifying and Handling Mislabelled Instances. J. Intell. Inf. Syst. 22(1): 89-109 (2004)
2003
10		Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed: Traitement des exemples atypiques en apprentissage par la régression. EGC 2003: 399-410
9	EE	Stéphane Lallich, Fabrice Muhlenbach, Jean-Michel Jolion: A test to control a region growing process within a hierarchical graph. Pattern Recognition 36(10): 2201-2211 (2003)
2002
8		Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed: Amélioration d'une classification par filtrage des exemples mal étiquetés. EGC 2002: 155-166
7	EE	Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed: Improving Classification by Removing or Relabeling Mislabeled Instances. ISMIS 2002: 5-15
6	EE	Djamel A. Zighed, Stéphane Lallich, Fabrice Muhlenbach: Separability Index in Supervised Learning. PKDD 2002: 475-487
5	EE	Marc Sebban, Richard Nock, Stéphane Lallich: Stopping Criterion for Boosting-Based Data Reduction Techniques: from Binary to Multiclass Problem. Journal of Machine Learning Research 3: 863-885 (2002)
2001
4		Marc Sebban, Richard Nock, Stéphane Lallich: Boosting Neighborhood-Based Classifiers. ICML 2001: 505-512
2000
3	EE	Stéphane Lallich, Ricco Rakotomalala: Fast Feature Selection Using Partial Correlation for Multi-vaslued Attributes. PKDD 2000: 221-231
1999
2		Stéphane Lallich: ZigZag, a New Clustering Algorithm to Analyze Categorical Variable Cross-Classification Tables. PKDD 1999: 398-405
1		Ricco Rakotomalala, Stéphane Lallich, S. Di Palma: Studying the Behavior of Generalized Entropy in Induction Trees Using a M-of-N Concept. PKDD 1999: 510-517

Coauthor Index

1	Jérôme Azé	[22]
2	Emna Bahri	[30] [33]
3	Fadila Bentayeb	[12]
4	Romain Billot	[27]
5	Omar Boussaid	[12]
6	Yannick Le Bras	[31]
7	Thanh-Nghi Do	[25] [29] [32]
8	Amandine Duffoux	[12]
9	Jean-Michel Jolion	[9]
10	Philippe Lenca	[13] [16] [18] [19] [22] [23] [24] [25] [29] [31] [32]
11	Mondher Maddouri	[30]
12	Patrick Meyer	[19] [23]
13	Fabrice Muhlenbach	[6] [7] [8] [9] [10] [11] [15]
14	Nicolas Nicoloyannis	[30]
15	Richard Nock	[4] [5]
16	S. Di Palma	[1]
17	Nguyen-Khang Pham	[25] [29] [32]
18	Elie Prudhomme	[14] [17] [20] [21] [26] [28]
19	Ricco Rakotomalala	[1] [3]
20	Marc Sebban	[4] [5]
21	Henri-Maxime Suchier	[27]
22	Olivier Teytaud	[14] [20]
23	Benoît Vaillant	[13] [16] [18] [19] [22] [23] [24]
24	Djamel A. Zighed (Djamel Abdelkader Zighed)	[6] [7] [8] [10] [11] [15]

Colors in the list of coauthors