Gilles Roux

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 5

Top Topics

Unsupervised Learning

Candidate Pruning

Svm Classification

User Experience

Top Venues

Comput. Chem. Eng.

Publications

Haiguang Li, Usama Pervaiz, Joseph Antognini, Michal Matuszak, Lawrence Au, Gilles Roux, Trausti Thormundsson
Enhancing User Experience in On-Device Machine Learning with Gated Compression Layers. CoRR (2024)
Haiguang Li, Usama Pervaiz, Michal Matuszak, Robert Kamara, Gilles Roux, Trausti Thormundsson, Joseph Antognini
Dynamic Switch Layers For Unsupervised Learning. CoRR (2024)
Carlos Eduardo Robles-Rodriguez, Carine Bideaux, Stéphane E. Guillouet, Nathalie Gorret, Julien Cescut, Jean-Louis Uribelarrea, Carole Molina-Jouve, Gilles Roux, Cesar Arturo Aceves-Lara
Dynamic metabolic modeling of lipid accumulation and citric acid production by Yarrowia lipolytica. Comput. Chem. Eng. 100 (2017)
Carlos Eduardo Robles-Rodriguez, Carine Bideaux, Gilles Roux, Carole Molina-Jouve, Cesar Arturo Aceves-Lara
Soft-Sensors for Lipid Fermentation Variables Based on PSO Support Vector Machine (PSO-SVM). DCAI (2016)
Carlos Eduardo Robles-Rodriguez, Stéphane E. Guillouet, Carine Bideaux, Gilles Roux, Nathalie Gorret, S. Hulin, Carole Molina-Jouve, Cesar Arturo Aceves-Lara
Dynamical metabolic modelling for lipid accumulation by Yarrowia lipolytica growing on glucose. MED (2015)
Dimitrios G. Fragkoulis, Zetao Li, Gilles Roux, Boutaïeb Dahhou
Application of a Model based Fault Isolation Method for Nonlinear Dynamic Systems. ETFA (2009)
Carine Bideaux, Gerard Goma, Jean-Louis Uribelarrea, Boutaïeb Dahhou, Gilles Roux
Stoichiometric modelling approach for microbial cultures monitoring. Int. J. Model. Identif. Control. 3 (4) (2008)
Victor Hugo Grisales, Alain Gauthier, Gilles Roux
Fuzzy Optimal Control Design for Discrete Affine Takagi-Sugeno Fuzzy Models: Application to a Biotechnological Process. FUZZ-IEEE (2006)
Victor Hugo Grisales, Alain Gauthier, Gilles Roux
Fuzzy Model Identification of a Biological Process Based on Input-Output Data Clustering. FUZZ-IEEE (2005)
L. Bâati, Gilles Roux, Boutaïeb Dahhou, Jean-Louis Uribelarrea
Unstructured modelling growth of Lactobacillus acidophilus as a function of the temperature. Math. Comput. Simul. 65 (1-2) (2004)
Youssef Nakkabi, Nabil Kabbaj, Boutaïeb Dahhou, Gilles Roux, J. Aguilar-Martín
A combined analytical and knowledge based method for fault detection and isolation. ETFA (2) (2003)
Laurent Manyri, Andrei Doncescu, Gilles Roux, Boutaïeb Dahhou
Parallel Differential Algorithms for Fermentation Process. ICPP Workshops (2002)
Nabil Kabbaj, Andrei Doncescu, Boutaïeb Dahhou, Gilles Roux, Monique Polit
Residual evaluation using time-frequency analysis for fault detection and isolation. SMC (2) (2002)
Mouhiba Mezghani, Gilles Roux, Michel Cabassud, Marie-Véronique Le Lann, Boutaïeb Dahhou, Georges Casamatta
Application of iterative learning control to an exothermic semibatch chemical reactor. IEEE Trans. Control. Syst. Technol. 10 (6) (2002)
Andrei Doncescu, Julio Waissman, Gilles Richard, Gilles Roux
Characterization of bio-chemical signals by inductive logic programming. Knowl. Based Syst. 15 (1-2) (2002)
Nabil Kabbaj, Andrei Doncescu, Boutaïeb Dahhou, Gilles Roux
Wavelet based residual evaluation for fault detection and isolation. ISIC (2002)
Youssef Nakkabi, Andrei Doncescu, Gilles Roux, Monique Polit, V. Guillou
Application of data mining in biotechnological process. SMC (2) (2002)
Nabil Kabbaj, Monique Polit, Boutaïeb Dahhou, Gilles Roux
Adaptive observers based fault detection and isolation for an alcoholic fermentation process. ETFA (2) (2001)
Adriana Vasilache, Boutaïeb Dahhou, Gilles Roux, Gerard Goma
Classification of fermentation process models using recurrent neural networks. Int. J. Syst. Sci. 32 (9) (2001)
Adriana Vasilache, Boutaïeb Dahhou, Gilles Roux
Fast neural predictive control algorithm. ECC (1999)
Kouatar Akouz, Ahmed Benhammou, Ahmed Malaterre, Boutaïeb Dahhou, Gilles Roux
Predictive control applied to ASCE canal 2. SMC (1998)
Nozha Boujemaa, Olivier Montagu, Claude Sourti, Gilles Roux
Symbolic Segmentation of Handwritten Numerals with Robust Fuzzy Clustering. MVA (1996)