Automation of an industrial pilot bioreactor based on model predictive control with nonlinear parameter estimation. - Karlheinz Preuß; Marie-Véronique Le Lann; Jacques Proth (ECC, 1999)

Non-linear model predictive control for thermal control of a semi - batch reactor: Experimental and simulation results. - F. Xaumier; B. Ettedgui; Marie-Véronique Le Lann; Michel Cabassud; Georges Casamatta (ECC, 1999)

Multivariable Control of a Pulsed Liquid-Liquid Extraction Column by Neural Networks. - A. Chouai; Michel Cabassud; Marie-Véronique Le Lann; C. Gourdon; Georges Casamatta (Neural Comput. Appl., 2000)

Neural Network Structures for Optimal Control of LPCVD Reactors. - K. Fakhr-Eddine; Michel Cabassud; Marie-Véronique Le Lann; J. P. Couderc (Neural Comput. Appl., 2000)

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)

Use of an Object Oriented Dynamic Hybrid Simulator for the Monitoring of Industrial Processes. - Nelly Olivier; Gilles Hétreux; Jean-Marc Le Lann; Marie-Véronique Le Lann (ADHS, 2006)

An Optimization Method for the Data Space Partition Obtained by Classification Techniques for the Monitoring of Dynamic Processes. - Claudia Isaza; Joseph Aguilar-Martin; Marie-Véronique Le Lann; J. Aguilar; A. Rios-Bolivar (CCIA, 2006)

Development of a Neural Sensor for On-Line Prediction of Coagulant Dosage in a Potable Water Treatment Plant in the Way of Its Diagnosis. - Hector Hernandez; Marie-Véronique Le Lann (IBERAMIA-SBIA, 2006)

Predictive functional control for the temperature control of a chemical batch reactor. - H. Bouhenchir; Michel Cabassud; Marie-Véronique Le Lann (Comput. Chem. Eng., 2006)

Process Monitoring Using Residuals and Fuzzy Classification with Learning Capabilities. - Joseph Aguilar-Martin; Claudia Isaza; Eduard Diez-Lledo; Marie-Véronique Le Lann; Julio Waissman Vilanova (IFSA (2), 2007)

Model-based fault diagnosis for hybrid systems: Application on chemical processes. - Nelly Olivier-Maget; Gilles Hétreux; Jean-Marc Le Lann; Marie-Véronique Le Lann (Comput. Chem. Eng., 2009)

Prognosis of Breast Cancer based on a Fuzzy Classification Method. - Lyamine Hedjazi; Tatiana Kempowsky-Hamon; Marie-Véronique Le Lann; Joseph Aguilar-Martin (BIOINFORMATICS, 2010)

Sensor placement and fault detection using an efficient fuzzy feature selection approach. - Lyamine Hedjazi; Tatiana Kempowsky-Hamon; Laurene Despenes; Marie-Véronique Le Lann; Sebastien Elgue; Joseph Aguilar-Martin (CDC, 2010)

Improved Breast Cancer Prognosis based on a Hybrid Marker Selection Approach. - Lyamine Hedjazi; Marie-Véronique Le Lann; Tatiana Kempowsky-Hamon; Florence Dalenc; Gilles Favre (BIOINFORMATICS, 2011)

Data validation and missing data reconstruction using self-organizing map for water treatment. - B. Lamrini; El-K. Lakhal; Marie-Véronique Le Lann; Louis Wehenkel (Neural Comput. Appl., 2011)

Similarity-margin based feature selection for symbolic interval data. - Lyamine Hedjazi; Joseph Aguilar-Martin; Marie-Véronique Le Lann (Pattern Recognit. Lett., 2011)

Towards a Unified Principle for Reasoning about Heterogeneous Data: a Fuzzy Logic Framework. - Lyamine Hedjazi; Joseph Aguilar-Martin; Marie-Véronique Le Lann; Tatiana Kempowsky (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2012)

Automaton based on fuzzy clustering methods for monitoring industrial processes. - Javier F. Botía; Claudia Isaza; Tatiana Kempowsky; Marie-Véronique Le Lann; Joseph Aguilar-Martin (Eng. Appl. Artif. Intell., 2013)

Symbolic Data Analysis to Defy Low Signal-to-Noise Ratio in Microarray Data for Breast Cancer Prognosis. - Lyamine Hedjazi; Marie-Véronique Le Lann; Tatiana Kempowsky; Florence Dalenc; Joseph Aguilar-Martin; Gilles Favre (J. Comput. Biol., 2013)

Situation prediction based on fuzzy clustering for industrial complex processes. - Claudia Isaza; Henry O. Sarmiento; Tatiana Kempowsky-Hamon; Marie-Véronique Le Lann (Inf. Sci., 2014)

Processing Measure Uncertainty into Fuzzy Classifier. - Thomas Monrousseau; Louise Travé-Massuyès; Marie-Véronique Le Lann (DX, 2015)

Applied Multi-Layer Clustering to the Diagnosis of Complex Agro-Systems. - Elisa Roux; Louise Travé-Massuyès; Marie-Véronique Le Lann (DX, 2015)

Membership-margin based feature selection for mixed type and high-dimensional data: Theory and applications. - Lyamine Hedjazi; Joseph Aguilar-Martin; Marie-Véronique Le Lann; Tatiana Kempowsky-Hamon (Inf. Sci., 2015)

Mapping Chronicles to a K-dimensional Euclidean Space via Random Projections. - Alexandre Sahuguède; Soheib Fergani; Euriell Le Corronc; Marie-Véronique Le Lann (CASE, 2018)

Diagnostic de l'atrophie multi-systématisée par l'utilisation de réseaux de neurones convolutifs multi-modaux à 3 dimensions. - Edouard Villain; Federico Nemmi; Xavier Franceries; Patrice Péran; Marie-Véronique Le Lann (RJCIA, 2019)

A Multi-phase Iterative Approach for Anomaly Detection and Its Agnostic Evaluation. - Kévin Ducharlet; Louise Travé-Massuyès; Marie-Véronique Le Lann; Youssef Miloudi (IEA/AIE, 2020)

Visual interpretation of CNN decision-making process using Simulated Brain MRI. - Edouard Villain; Giulia Maria Mattia; Federico Nemmi; Patrice Péran; Xavier Franceries; Marie-Véronique Le Lann (CBMS, 2021)

Investigating the discrimination ability of 3D convolutional neural networks applied to altered brain MRI parametric maps. - Giulia Maria Mattia; Edouard Villain; Federico Nemmi; Marie-Véronique Le Lann; Xavier Franceries; Patrice Péran (Artif. Intell. Medicine, 2024)

Leveraging the Christoffel function for outlier detection in data streams. - Kévin Ducharlet; Louise Travé-Massuyès; Jean-Bernard Lasserre; Marie-Véronique Le Lann; Youssef Miloudi (Int. J. Data Sci. Anal., 2025)