| 2022 | ICINCO | Importance Order Ranking for Texture Extraction: A More Efficient Pooling Operator Than Max Pooling? | Sofia Vargas Ibarra, Vincent Vigneron, J.-Ph. Conge, Hichem Maaref |
| 2018 | IJCNN | Rank-order principal components. A separation algorithm for ordinal data exploration. | Vincent Vigneron, Leonardo Tomazeli Duarte |
| 2017 | IBPRIA | Z-Images. | Vincent Vigneron, Tahir Q. Syed, Leonardo Tomazeli Duarte, Elmar Wolfgang Lang, Sadaf I. Behlim, Ana Maria Tom |
| 2017 | SMC | Guaranteed state and unknown input estimations for linear time-invariant systems with direct feedthrough using interval observers. | Luc Meyer, Dalil Ichalal, Vincent Vigneron, Claire Vasiljevic |
| 2017 | SMC | Minimum variance unbiased observer of a continuous LPV system with unknown input. | Luc Meyer, Dalil Ichalal, Vincent Vigneron, Claire Vasiljevic |
| 2015 | ICPRAM | Estimation of Postoperative Knee Flexion at Initial Contact of Cerebral Palsy Children using Neural Networks. | Omar A. Galarraga C., Vincent Vigneron, Bernadette Dorizzi, Njib Khouri, Eric Desailly |
| 2014 | EANN | Decoding Hand Trajectory from Primary Motor Cortex ECoG Using Time Delay Neural Network. | Abdessalam Kifouche, Vincent Vigneron, Mohammad B. Shamsollahi, Abderrezak Guessoum |
| 2014 | ECAI | A Decomposition Approach for Discovering Discriminative Motifs in a Sequence Database. | David Lesaint, Deepak Mehta, Barry O'Sullivan, Vincent Vigneron |
| 2014 | ICTAI | A Decomposition Approach for Discovering Discriminative Motifs in a Sequence Database. | David Lesaint, Deepak Mehta, Barry O'Sullivan, Vincent Vigneron |
| 2014 | SoCS | On the Attainability of NK Landscapes Global Optima. | Matthieu Basseur, Adrien Goffon, Frdric Lardeux, Frdric Saubion, Vincent Vigneron |
| 2009 | EANN | Dictionary-Based Classification Models. Applications for Multichannel Neural Activity Analysis. | Vincent Vigneron, Hsin Chen, Yen-Tai Chen, Hsin-Yi Lai, You-Yin Chen |
| 2009 | ESANN | Classification of high-dimensional data for cervical cancer detection. | Charles Bouveyron, Camille Brunet, Vincent Vigneron |
| 2009 | ICASSP | Sparse Decomposition over non-full-rank dictionaries. | Massoud Babaie-Zadeh, Vincent Vigneron, Christian Jutten |
| 2009 | IDA | Signal Subspace Separation Based on the Divergence Measure of a Set of Wavelets Coefficients. | Vincent Vigneron, Aurlien Hazan |
| 2008 | ICISP | Correlation, Independance and Inverse Modeling. | Vincent Vigneron |
| 2007 | AVSS | Face localization by neural networks trained with Zernike moments and Eigenfaces feature vectors. A comparison. | Mohammed Saaidia, Anis Chaari, Sylvie Lelandais, Vincent Vigneron, Mouldi Bedda |
| 2007 | IWANN | Some Applications of Interval Analysis to Statistical Problems. | Vincent Vigneron |
| 2006 | ESANN | Entropy-based principle and generalized contingency tables. | Vincent Vigneron |
| 2006 | IAS | Quantify distinguishability in Robotics. | Aurlien Hazan, Frdric Davesne, Vincent Vigneron, Hichem Maaref |
| 2006 | IROS | Topological characterization of mobile robot behavior. | Aurlien Hazan, Frdric Davesne, Vincent Vigneron, Hichem Maaref |
| 2005 | ICINCO | HYbrid algorithms for the parameter estimate using fault detection, and reaching capacities. | Ryadh Hadj Mokhneche, Hichem Maaref, Vincent Vigneron |
| 2003 | CAIP | Detecting and Classifying Road Turn Directions from a Sequence of Images. | Ana Paula Leito, Sorin Tilie, Sio-Song Ieng, Vincent Vigneron |
| 2003 | ESANN | Road Singularities Detection and Classification. | Ana Paula Leito, Sorin Tilie, Morgan Mangeas, Jean-Philippe Tarel, Vincent Vigneron, Sylvie Lelandais-Bonade |
| 2003 | ESANN | Acceptability conditions for BSS problems. | Vincent Vigneron, Sebastien Lagrange, Christian Jutten |
| 2001 | ESANN | More on stationnary points in Independent Component Analysis. | Vincent Vigneron, Ludovic Aubry |
| 2000 | ESANN | Bootstrap for neural model selection. | Riadh Kallel, Marie Cottrell, Vincent Vigneron |