| 2024 | EPIA | Modeling Temporal Dynamics in Irregular ICU Data Using MWTA-LSTM. | Mamadou Ben Hamidou Cissoko, Vincent Castelain, Nicolas Lachiche |
| 2023 | ISPDC | Investigating HPC Job Resource Requests and Job Efficiency Reporting. | Thomas Jakobsche, Nicolas Lachiche, Florina M. Ciorba |
| 2021 | CLUSTER | An Execution Fingerprint Dictionary for HPC Application Recognition. | Thomas Jakobsche, Nicolas Lachiche, Aurlien Cavelan, Florina M. Ciorba |
| 2021 | ICFCA | Analyzing the composition of remedies in ancient pharmacopeiae with FCA. | Agns Braud, Xavier Dolques, Pierre Fechter, Nicolas Lachiche, Florence Le Ber, Vronique Pitchon |
| 2016 | ICTAI | Reframing in Clustering. | Md. Naimul Hoque, Chowdhury Farhan Ahmed, Nicolas Lachiche, Carson K. Leung, Hao Zhang |
| 2015 | ILP | CARAF: Complex Aggregates within Random Forests. | Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2015 | ICTAI | Reframing in Frequent Pattern Mining. | Chowdhury Farhan Ahmed, Md. Samiullah, Nicolas Lachiche, Meelis Kull, Peter A. Flach |
| 2014 | ILP | Reframing on Relational Data. | Chowdhury Farhan Ahmed, Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2014 | ILP | Construction of Complex Aggregates with Random Restart Hill-Climbing. | Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2014 | ICTAI | Reframing Continuous Input Attributes. | Chowdhury Farhan Ahmed, Nicolas Lachiche, Clment Charnay, Agns Braud |
| 2013 | ILP | Incremental Construction of Complex Aggregates: Counting over a Secondary Table. | Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2013 | ICTAI | Pairwise Optimization of Bayesian Classifiers for Multi-class Cost-Sensitive Learning. | Clment Charnay, Nicolas Lachiche, Agns Braud |
| 2012 | ICISP | Real-Time Fall Detection Method Based on Hidden Markov Modelling. | Alban Meffre, Christophe Collet, Nicolas Lachiche, Pierre Ganarski |
| 2012 | IGARSS | Adaptive spatial sampling with active random forest for object-oriented landslide mapping. | Andr Stumpf, Nicolas Lachiche, Norman Kerle, Jean-Philippe Malet, Anne Puissant |
| 2012 | ILP | Propositionalisation of Continuous Attributes beyond Simple Aggregation. | Soufiane El Jelali, Agns Braud, Nicolas Lachiche |
| 2010 | CEC | EASEA parallelization of tree-based Genetic Programming. | Ogier Maitre, Stephane Querry, Nicolas Lachiche, Pierre Collet |
| 2010 | EUROGP | Fast Evaluation of GP Trees on GPGPU by Optimizing Hardware Scheduling. | Ogier Maitre, Nicolas Lachiche, Pierre Collet |
| 2009 | EuroPar | Efficient Parallel Implementation of Evolutionary Algorithms on GPGPU Cards. | Ogier Maitre, Nicolas Lachiche, Philippe Clauss, Laurent A. Baumes, Avelino Corma, Pierre Collet |
| 2009 | GECCO | Coarse grain parallelization of evolutionary algorithms on GPGPU cards with EASEA. | Ogier Maitre, Laurent A. Baumes, Nicolas Lachiche, Avelino Corma, Pierre Collet |
| 2008 | PPSN | Testing the CAX on a Real-World Problem and Other Benchmarks. | Ariel Tchougang, Alexandre Blansch, Laurent A. Baumes, Nicolas Lachiche, Pierre Collet |
| 2003 | ICML | Improving Accuracy and Cost of Two-class and Multi-class Probabilistic Classifiers Using ROC Curves. | Nicolas Lachiche, Peter A. Flach |
| 2002 | ILP | 1BC2: A True First-Order Bayesian Classifier. | Nicolas Lachiche, Peter A. Flach |
| 2000 | ILP | Decomposing Probability Distributions on Structured Individuals. | Peter A. Flach, Nicolas Lachiche |
| 1999 | ILP | IBC: A First-Order Bayesian Classifier. | Peter A. Flach, Nicolas Lachiche |