| 2020 | SMC | A Methodology for Ethics-by-Design AI Systems: Dealing with Human Value Conflicts. | Fabrice Muhlenbach |
| 2019 | ICAIL | Artificial Intelligence and Law: What Do People Really Want?: Example of a French Multidisciplinary Working Group. | Fabrice Muhlenbach, Isabelle Sayn |
| 2017 | ADMA | Fair Recommendations Through Diversity Promotion. | Pierre-Ren Lhrisson, Fabrice Muhlenbach, Pierre Maret |
| 2017 | ICDM | Semantic Search-by-Examples for Scientific Topic Corpus Expansion in Digital Libraries. | Hussein T. Al-Natsheh, Lucie Martinet, Fabrice Muhlenbach, Fabien Rico, Djamel A. Zighed |
| 2015 | MEDI | Improved Data Granularity Management Through a Generalized Model for Sensor Data and Data Mining Outputs in Telemonitoring Applications. | Pierre Maret, Shin'ichi Warisawa, Fabrice Muhlenbach, Guillaume Lopez, Ichiro Yamada |
| 2013 | Mobiquitous | Integration and Evolution of Data Mining Models in Ubiquitous Health Telemonitoring Systems. | Vladimer Kobayashi, Pierre Maret, Fabrice Muhlenbach, Pierre-Ren Lhrisson |
| 2009 | ICDM | A New Clustering Algorithm Based on Regions of Influence with Self-Detection of the Best Number of Clusters. | Fabrice Muhlenbach, Stphane Lallich |
| 2004 | DIS | Outlier Handling in the Neighbourhood-Based Learning of a Continuous Class. | Fabrice Muhlenbach, Stphane Lallich, Djamel A. Zighed |
| 2002 | ICDM | Multivariate supervised discretization, a neighborhood graph approach. | Fabrice Muhlenbach, Ricco Rakotomalala |
| 2002 | ISMIS | Improving Classification by Removing or Relabeling Mislabeled Instances. | Stphane Lallich, Fabrice Muhlenbach, Djamel A. Zighed |