| 2015 | DSAA | Constrained independence for detecting interesting patterns. | Thomas Delacroix, Ahcene Boubekki, Philippe Lenca, Stphane Lallich |
| 2012 | ICTAI | Structuring Typical Evolutions Using Temporal-Driven Constrained Clustering. | Marian-Andrei Rizoiu, Julien Velcin, Stphane Lallich |
| 2011 | DIS | Mining Classification Rules without Support: an Anti-monotone Property of Jaccard Measure. | Yannick Le Bras, Philippe Lenca, Stphane Lallich |
| 2009 | FlAIRS | FCP-Growth: Class Itemsets for Class Association Rules. | Emna Bahri, Stphane Lallich |
| 2009 | ICDM | A New Clustering Algorithm Based on Regions of Influence with Self-Detection of the Best Number of Clusters. | Fabrice Muhlenbach, Stphane Lallich |
| 2009 | ICMLA | Improving Prediction by Weighting Class Association Rules. | Emna Bahri, Stphane Lallich |
| 2009 | ICMLA | All-Monotony: A Generalization of the All-Confidence Antimonotony. | Yannick Le Bras, Philippe Lenca, Sorin Moga, Stphane Lallich |
| 2009 | PAKDD | On Optimal Rule Mining: A Framework and a Necessary and Sufficient Condition of Antimonotonicity. | Yannick Le Bras, Philippe Lenca, Stphane Lallich |
| 2008 | ISMIS | Maps Ensemble for Semi-Supervised Learning of Large High Dimensional Datasets. | Elie Prudhomme, Stphane Lallich |
| 2008 | PAKDD | A Comparison of Different Off-Centered Entropies to Deal with Class Imbalance for Decision Trees. | Philippe Lenca, Stphane Lallich, Thanh-Nghi Do, Nguyen-Khang Pham |
| 2004 | DIS | Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class. | Fabrice Muhlenbach, Stphane Lallich, Djamel A. Zighed |
| 2004 | DIS | A Clustering of Interestingness Measures. | Benot Vaillant, Philippe Lenca, Stphane Lallich |
| 2002 | ISMIS | Improving Classification by Removing or Relabeling Mislabeled Instances. | Stphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed |
| 2001 | ICML | Boosting Neighborhood-Based Classifiers. | Marc Sebban, Richard Nock, Stphane Lallich |