| 2013 | ESANN | Hierarchical and multiscale Mean Shift segmentation of population grids. | Johanna Baro, Etienne Cme, Patrice Aknin, Olivier Bonin |
| 2013 | ICANN | Model-Based Clustering of Temporal Data. | Hani El Assaad, Allou Sam, Grard Govaert, Patrice Aknin |
| 2013 | ICMLA | A Sequential Testing Procedure for Multiple Change-Point Detection in a Stream of Pneumatic Door Signatures. | Nicolas Cheifetz, Allou Sam, Patrice Aknin, Emmanuel De Verdalle, Damien Chenu |
| 2012 | ESANN | A CUSUM approach for online change-point detection on curve sequences. | Nicolas Cheifetz, Allou Sam, Patrice Aknin, Emmanuel De Verdalle |
| 2011 | ICMLA | Semi-supervised Feature Extraction Using Independent Factor Analysis. | Latifa Oukhellou, Etienne Cme, Patrice Aknin, Thierry Denoeux |
| 2011 | IJCNN | Model-based clustering with Hidden Markov Model regression for time series with regime changes. | Faicel Chamroukhi, Allou Sam, Patrice Aknin, Grard Govaert |
| 2009 | ESANN | A regression model with a hidden logistic process for signal parametrization. | Faicel Chamroukhi, Allou Sam, Grard Govaert, Patrice Aknin |
| 2009 | ESANN | Partially-supervised learning in Independent Factor Analysis. | Etienne Cme, Latifa Oukhellou, Patrice Aknin, Thierry Denoeux |
| 2009 | ICANN | Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault Diagnosis. | Etienne Cme, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin |
| 2009 | ICMLA | Estimation of Fuel Cell Life Time Using Latent Variables in Regression Context. | Raissa Onanena, Faicel Chamroukhi, Latifa Oukhellou, Denis Candusso, Patrice Aknin, Daniel Hissel |
| 2009 | IJCNN | A regression model with a hidden logistic process for feature extraction from time series. | Faicel Chamroukhi, Allou Sam, Grard Govaert, Patrice Aknin |
| 2008 | ICMLA | Semi-supervised IFA with Prior Knowledge on the Mixing Process: An Application to a Railway Device Diagnosis. | Etienne Cme, Zohra Leila Cherfi, Latifa Oukhellou, Patrice Aknin |
| 2006 | FUSION | Output coding of spatially dependent subclassifiers in evidential framework. Application to the diagnosis of railway track/vehicle transmission system. | Alexandra Debiolles, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin |
| 2006 | ICASSP | Railway Infrastructure System Diagnosis Using Empirical Mode Decomposition and Hilbert Transform. | Latifa Oukhellou, Patrice Aknin, ric Delchelle |
| 2004 | ICPR | Combined Use of Partial Least Squares Regression and Neural Network for Diagnosis Tasks. | Alexandra Debiolles, Latifa Oukhellou, Patrice Aknin |
| 2004 | ISNN | Ho-Kashyap with Early Stopping Versus Soft Margin SVM for Linear Classifiers - An Application. | Fabien Lauer, Mohamed Bentoumi, Grard Bloch, Gilles Millerioux, Patrice Aknin |
| 2004 | SMC | Use of causal probabilistic networks for the improvement of the maintenance of railway infrastructure. | Laurent Bouillaut, Philippe Weber, A. Ben Salem, Patrice Aknin |
| 2001 | IWANN | Comparison of Supervised Self-Organizing Maps Using Euclidian or Mahalanobis Distance in Classification Context. | Franoise Fessant, Patrice Aknin, Latifa Oukhellou, Sophie Midenet |