Stéphane Lallich

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 8

Top Topics

Top Venues

J. Intell. Inf. Syst.

Publications

Thomas Delacroix, Philippe Lenca, Stéphane Lallich
What to expect from a set of itemsets? Inf. Sci. 593 (2022)
Aybüke Öztürk, Stéphane Lallich, Jérôme Darmont, Sylvie Yona Waksman
MaxMin Linear Initialization for Fuzzy C-Means. MLDM (1) (2018)
Aybüke Öztürk, Stéphane Lallich, Jérôme Darmont, Sylvie Yona Waksman
MaxMin Linear Initialization for Fuzzy C-Means. CoRR (2018)
Aybüke Öztürk, Stéphane Lallich, Jérôme Darmont
A Visual Quality Index for Fuzzy C-Means. AIAI (2018)
Aybüke Öztürk, Stéphane Lallich, Jérôme Darmont
A Visual Quality Index for Fuzzy C-Means. CoRR (2018)
Aybüke Öztürk, Louis Eyango, Sylvie Yona Waksman, Stéphane Lallich, Jérôme Darmont
Warehousing Complex Archaeological Objects. CoRR (2016)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich
How to Use Temporal-Driven Constrained Clustering to Detect Typical Evolutions. CoRR (2016)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Bonnevay, Stéphane Lallich
ClusPath: a temporal-driven clustering to infer typical evolution paths. Data Min. Knowl. Discov. 30 (5) (2016)
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) (2015)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Bonnevay, Stéphane Lallich
ClusPath: A Temporal-driven Clustering to Infer Typical Evolution Paths. CoRR (2015)
Thomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stéphane Lallich
Constrained independence for detecting interesting patterns. DSAA (2015)
Fabien Rico, Fabrice Muhlenbach, Djamel A. Zighed, Stéphane Lallich
Comparison of two topological approaches for dealing with noisy labeling. Neurocomputing 160 (2015)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich
Semantic-enriched Visual Vocabulary Construction in a Weakly Supervised Context. CoRR (2015)
Aybüke Öztürk, Louis Eyango, Sylvie Yona Waksman, Stéphane Lallich, Jérôme Darmont
Warehousing Complex Archaeological Objects. CONTEXT (2015)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich
Unsupervised Feature Construction for Improving Data Representation and Semantics. CoRR (2015)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich
Semantic-enriched visual vocabulary construction in a weakly supervised context. Intell. Data Anal. 19 (1) (2015)
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) (2015)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich
How to Use Temporal-Driven Constrained Clustering to Detect Typical Evolutions. Int. J. Artif. Intell. Tools 23 (4) (2014)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich
Unsupervised feature construction for improving data representation and semantics. J. Intell. Inf. Syst. 40 (3) (2013)
Marian-Andrei Rizoiu, Julien Velcin, Stéphane Lallich
Structuring Typical Evolutions Using Temporal-Driven Constrained Clustering. ICTAI (2012)
Marie Hélène Metzger, Thierry Durand, Stéphane Lallich, Roger Salamon, Philippe Castets
The use of regional platforms for managing electronic health records for the production of regional public health indicators in France. BMC Medical Informatics Decis. Mak. 12 (2012)
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
Optimonotone Measures for Optimal Rule Discovery. Comput. Intell. 28 (4) (2012)
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure. Discovery Science (2011)
Emna Bahri, Stéphane Lallich
Classification associative basée sur le Boosting. EGC (2010)
Fabrice Muhlenbach, Stéphane Lallich
Discovering Research Communities by Clustering Bibliographical Data. Web Intelligence (2010)
Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich
A Robustness Measure of Association Rules. ECML/PKDD (2) (2010)
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)
Emna Bahri, Stéphane Lallich
Pruning for Extracting Class Association Rules Without Candidate Generation. DMIN (2009)
Fabrice Muhlenbach, Stéphane Lallich
A New Clustering Algorithm Based on Regions of Influence with Self-Detection of the Best Number of Clusters. ICDM (2009)
Emna Bahri, Stéphane Lallich
FCP-Growth: Class Itemsets for Class Association Rules. FLAIRS Conference (2009)
Emna Bahri, Stéphane Lallich
Improving Prediction by Weighting Class Association Rules. ICMLA (2009)
Emna Bahri, Stéphane Lallich
FCP-Growth, une adaptation de FP-Growth pour générer des règles d'association de classe. EGC (2009)
Yannick Le Bras, Philippe Lenca, Sorin Moga, Stéphane Lallich
All-Monotony: A Generalization of the All-Confidence Antimonotony. ICMLA (2009)
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)
Yannick Le Bras, Philippe Lenca, Stéphane Lallich
On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. PAKDD (2009)
Romain Billot, Henri-Maxime Suchier, Stéphane Lallich
Une approche ensembliste inspirée du boosting en classification non supervisée. EGC (2008)
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) (2008)
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)
Elie Prudhomme, Stéphane Lallich
Optimization of Self-Organizing Maps Ensemble in Prediction. DMIN (2008)
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)
Elie Prudhomme, Stéphane Lallich
Représentation des données par un comité de cartes auto-organisatrices : une application aux données bruitées. AAFD (2008)
Elie Prudhomme, Stéphane Lallich
Maps Ensemble for Semi-Supervised Learning of Large High Dimensional Datasets. ISMIS (2008)
Elie Prudhomme, Stéphane Lallich
Ensemble prédicteur fondé sur les cartes auto-organisatrices adapté aux données volumineuses. EGC (2007)
Jérôme Azé, Philippe Lenca, Stéphane Lallich, Benoît Vaillant
A Study of the Robustness of Association Rules. DMIN (2007)
Benoît Vaillant, Stéphane Lallich, Philippe Lenca
Modeling of the counter-examples and association rules interestingness measures behavior. DMIN (2006)
Elie Prudhomme, Stéphane Lallich
Validation statistique des cartes de Kohonen en apprentissage supervisé. EGC (2005)
Benoît Vaillant, Patrick Meyer, Elie Prudhomme, Stéphane Lallich, Philippe Lenca, Sébastien Bigaret
Mesurer l'intérêt des règles d'association. EGC (Ateliers) (2005)
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
Identifying and Handling Mislabelled Instances. J. Intell. Inf. Syst. 22 (1) (2004)
Benoît Vaillant, Philippe Lenca, Stéphane Lallich
Etude expérimentale de mesures de qualité de règles d'associations. EGC (2004)
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class. Discovery Science (2004)
Stéphane Lallich, Elie Prudhomme, Olivier Teytaud
Contrôle du risque multiple pour la sélection de règles d'association significatives. EGC (2004)
Amandine Duffoux, Omar Boussaid, Stéphane Lallich, Fadila Bentayeb
Fouille dans la structure de documents XML. EGC (2004)
Benoît Vaillant, Philippe Lenca, Stéphane Lallich
A Clustering of Interestingness Measures. Discovery Science (2004)
Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed
Traitement des exemples atypiques en apprentissage par la régression. EGC (2003)
Stéphane Lallich, Fabrice Muhlenbach, Jean-Michel Jolion
A test to control a region growing process within a hierarchical graph. Pattern Recognit. 36 (10) (2003)
Stéphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed
Improving Classification by Removing or Relabeling Mislabeled Instances. ISMIS (2002)
Fabrice Muhlenbach, Stéphane Lallich, Djamel A. Zighed
Amélioration d'une classification par filtrage des exemples mal étiquetés. EGC (2002)
Ricco Rakotomalala, Stéphane Lallich
Construction d'arbres de décision par optimisation. Rev. d'Intelligence Artif. 16 (6) (2002)
Marc Sebban, Richard Nock, Stéphane Lallich
Stopping Criterion for Boosting-Based Data Reduction Techniques: from Binary to Multiclass Problem. J. Mach. Learn. Res. 3 (2002)
Djamel A. Zighed, Stéphane Lallich, Fabrice Muhlenbach
Separability Index in Supervised Learning. PKDD (2002)
Marc Sebban, Richard Nock, Stéphane Lallich
Boosting Neighborhood-Based Classifiers. ICML (2001)
Stéphane Lallich, Ricco Rakotomalala
Fast Feature Selection Using Partial Correlation for Multi-vaslued Attributes. PKDD (2000)
Ricco Rakotomalala, Stéphane Lallich, S. Di Palma
Studying the Behavior of Generalized Entropy in Induction Trees Using a M-of-N Concept. PKDD (1999)
Stéphane Lallich
ZigZag, a New Clustering Algorithm to Analyze Categorical Variable Cross-Classification Tables. PKDD (1999)