Gilles Roux

According to our database, Gilles Roux authored at least 25 papers between 1986 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Enhancing User Experience in On-Device Machine Learning with Gated Compression Layers.

Haiguang Li, Usama Pervaiz, Joseph Antognini, Michal Matuszak, Lawrence Au, Gilles Roux, Trausti Thormundsson

CoRR, 2024

Dynamic Switch Layers For Unsupervised Learning.

Haiguang Li, Usama Pervaiz, Michal Matuszak, Robert Kamara, Gilles Roux, Trausti Thormundsson, Joseph Antognini

CoRR, 2024

2017

Dynamic metabolic modeling of lipid accumulation and citric acid production by Yarrowia lipolytica.

Carlos Eduardo Robles-Rodríguez, Carine Bideaux, Stéphane E. Guillouet, Nathalie Gorret, Julien Cescut, Jean-Louis Uribelarrea, Carole Molina-Jouve, Gilles Roux, Cesar Arturo Aceves-Lara

Comput. Chem. Eng., 2017

2016

Multi-objective particle swarm optimization (MOPSO) of lipid accumulation in Fed-batch cultures.

Carlos Eduardo Robles-Rodríguez, Carine Bideaux, Stéphane E. Guillouet, Nathalie Gorret, Gilbert Roux, Carole Molina-Jouve, Cesar Arturo Aceves-Lara

Proceedings of the 24th Mediterranean Conference on Control and Automation, 2016

Soft-Sensors for Lipid Fermentation Variables Based on PSO Support Vector Machine (PSO-SVM).

Carlos Eduardo Robles-Rodríguez, Carine Bideaux, Gilles Roux, Carole Molina-Jouve, Cesar Arturo Aceves-Lara

Proceedings of the Distributed Computing and Artificial Intelligence, 2016

2015

Dynamical metabolic modelling for lipid accumulation by Yarrowia lipolytica growing on glucose.

Carlos Eduardo Robles-Rodríguez, Stéphane E. Guillouet, Carine Bideaux, Gilles Roux, Nathalie Gorret, S. Hulin, Carole Molina-Jouve, Cesar Arturo Aceves-Lara

Proceedings of the 23rd Mediterranean Conference on Control and Automation, 2015

2009

Application of a Model based Fault Isolation Method for Nonlinear Dynamic Systems.

Dimitrios G. Fragkoulis, Zetao Li, Gilles Roux, Boutaib Dahhou

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

2008

Stoichiometric modelling approach for microbial cultures monitoring.

Carine Bideaux, Gerard Goma, Jean-Louis Uribelarrea, Boutaib Dahhou, Gilles Roux

Int. J. Model. Identif. Control., 2008

2006

Fuzzy Optimal Control Design for Discrete Affine Takagi-Sugeno Fuzzy Models: Application to a Biotechnological Process.

Victor Hugo Grisales, Alain Gauthier, Gilles Roux

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005

Fuzzy Model Identification of a Biological Process Based on Input-Output Data Clustering.

Victor Hugo Grisales, Alain Gauthier, Gilles Roux

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

2004

Unstructured modelling growth of Lactobacillus acidophilus as a function of the temperature.

L. Bâati, Gilles Roux, Boutaib Dahhou, Jean-Louis Uribelarrea

Math. Comput. Simul., 2004

2003

A combined analytical and knowledge based method for fault detection and isolation.

Youssef Nakkabi, Nabil Kabbaj, Boutaib Dahhou, Gilles Roux, J. Aguilar-Martín

Proceedings of 9th IEEE International Conference on Emerging Technologies and Factory Automation, 2003

2002

Application of iterative learning control to an exothermic semibatch chemical reactor.

Mouhiba Mezghani, Gilles Roux, Michel Cabassud, Marie-Véronique Le Lann, Boutaib Dahhou, Georges Casamatta

IEEE Trans. Control. Syst. Technol., 2002

Characterization of bio-chemical signals by inductive logic programming.

Andrei Doncescu, Julio Waissman, Gilles Richard, Gilles Roux

Knowl. Based Syst., 2002

Application of data mining in biotechnological process.

Youssef Nakkabi, Andrei Doncescu, Gilles Roux, Monique Polit, V. Guillou

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002

Residual evaluation using time-frequency analysis for fault detection and isolation.

Nabil Kabbaj, Andrei Doncescu, Boutaib Dahhou, Gilles Roux, Monique Polit

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002

Parallel Differential Algorithms for Fermentation Process.

Laurent Manyri, Andrei Doncescu, Gilles Roux, Boutaib Dahhou

Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002

Wavelet based residual evaluation for fault detection and isolation.

Nabil Kabbaj, Andrei Doncescu, Boutaib Dahhou, Gilles Roux

Proceedings of the 2002 IEEE International Symposium on Intelligent Control, 2002

2001

Classification of fermentation process models using recurrent neural networks.

Adriana Vasilache, Boutaib Dahhou, Gilles Roux, Gerard Goma

Int. J. Syst. Sci., 2001

Adaptive observers based fault detection and isolation for an alcoholic fermentation process.

Nabil Kabbaj, Monique Polit, Boutaib Dahhou, Gilles Roux

Proceedings of 8th IEEE International Conference on Emerging Technologies and Factory Automation, 2001

1999

Fast neural predictive control algorithm.

Adriana Vasilache, Boutaib Dahhou, Gilles Roux

Proceedings of the 5th European Control Conference, 1999

1998

Predictive control applied to ASCE canal 2.

Kouatar Akouz, Ahmed Benhammou, Ahmed Malaterre, Boutaib Dahhou, Gilles Roux

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997

Soft primitive extraction on handwritten digits

Nozha Boujemaa, Gilbert Roux, Jean Pierre Asselin de Beauville, B. Vattolo

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996

Symbolic Segmentation of Handwritten Numerals with Robust Fuzzy Clustering.

Nozha Boujemaa, Olivier Montagu, Claude Sourti, Gilles Roux

Proceedings of IAPR Workshop on Machine Vision Applications, 1996

1986

K-Permutivity.

Gilbert Roux

Proceedings of the Coding Theory and Applications, 2nd International Colloquium, 1986