Introduction of a new notion into RBF networks: the shape concept. - Stéphane Lecoeuche; Jean-Paul Dubuso (IJCNN, 1999)

Improvement of Cluster Detection and Labeling Neural Network by Introducing Elliptical Basis Function. - Christophe Lurette; Stéphane Lecoeuche (ICANN, 2001)

Unsupervised classifier for monitoring and diagnostic of time series. - Stéphane Lecoeuche (ESANN, 2002)

Auto-adaptive and Dynamical Clustering Neural Network. - Stéphane Lecoeuche; Christophe Lurette (ICANN, 2003)

New supervision architecture based on on-line modelling of non-stationary data. - Stéphane Lecoeuche; Christophe Lurette; Sylvain Lalot (Neural Comput. Appl., 2004)

System Drifts Monitoring using a Neural Supervision System. - Habiboulaye Amadou Boubacar; Stéphane Lecoeuche (Artificial Intelligence and Applications, 2005)

A New Kernel-Based Algorithm for Online Clustering. - Habiboulaye Amadou Boubacar; Stéphane Lecoeuche (ICANN (2), 2005)

Self-adaptive kernel machine: online clustering in RKHS. - Habiboulyae A. Boubacar; Stéphane Lecoeuche; Salah Maouche (IJCNN, 2005)

Online Classification of switching Models based on subspace Framework. - Komi Midzodzi Pekpe; Stéphane Lecoeuche (ADHS, 2006)

Presenting the special issue on Engineering Applications of Neural Networks - Novel applications of neural networks in engineering. - Stéphane Lecoeuche; D. Tsaptsinos (Eng. Appl. Artif. Intell., 2006)

A least squares approach to the subspace identification problem. - Laurent Bako; Guillaume Mercère; Stéphane Lecoeuche (CDC, 2008)

Online Clustering of Non-stationary Data Using Incremental and Decremental SVM. - Khaled Boukharouba; Stéphane Lecoeuche (ICANN (1), 2008)

SAKM: Self-adaptive kernel machine A kernel-based algorithm for online clustering. - Habiboulaye Amadou Boubacar; Stéphane Lecoeuche; Salah Maouche (Neural Networks, 2008)

Propagator-based methods for recursive subspace model identification. - Guillaume Mercère; Laurent Bako; Stéphane Lecoeuche (Signal Process., 2008)

Switched affine models for describing nonlinear systems. - Laurent Bako; Khaled Boukharouba; Eric Duviella; Stéphane Lecoeuche (ADHS, 2009)

Dynamical Clustering Technique to Estimate the Probability of the Failure Occurrence of Process Subjected to Slow Degradation. - Moussa Traore; Eric Duviella; Stéphane Lecoeuche (ICINCO-RA, 2009)

Incremental and Decremental Multi-category Classification by Support Vector Machines. - Khaled Boukharouba; Laurent Bako; Stéphane Lecoeuche (ICMLA, 2009)

On-line Face Tracking under Large Lighting Condition Variations using Incremental Learning. - Lyes Hamoudi; Khaled Boukharouba; Jacques Boonaert; Stéphane Lecoeuche (VISAPP (1), 2009)

On-line structured subspace identification with application to switched linear systems. - Laurent Bako; Guillaume Mercère; Stéphane Lecoeuche (Int. J. Control, 2009)

Real-Time Emulation of a Hydrogen-Production Process for Assessment of an Active Wind-Energy Conversion System. - Tao Zhou; Bruno Francois; Mohamed El Hadi Lebbal; Stéphane Lecoeuche (IEEE Trans. Ind. Electron., 2009)

An ℓ0-ℓ1 norm based optimization procedure for the identification of switched nonlinear systems. - Laurent Bako; Khaled Boukharouba; Stéphane Lecoeuche (CDC, 2010)

Appearance-Based Person Recognition Using Clothes Classification. - Lyes Hamoudi; Jacques Boonaert; Stéphane Lecoeuche (IPCV, 2010)

Temporal video segmentation using a switched affine models identification technique. - Khaled Boukharouba; Laurent Bako; Stéphane Lecoeuche (IPTA, 2010)

A new state observer for switched linear systems using a non-smooth optimization approach. - Laurent Bako; Stéphane Lecoeuche (CDC/ECC, 2011)

Triggering Rules for Conversational Agents in Trading Situations. - Grzegorz Dziczkowski; Arnaud Doniec; Stéphane Lecoeuche (ICAART (1), 2011)

On-Line Human Recognition from Video Surveillance Using Incremental SVM on Texture and Color Features. - Yanyun Lu; Anthony Fleury; Jacques Boonaert; Stéphane Lecoeuche (ICAIS, 2011)

Multi-agent Simulation Design Driven by Real Observations and Clustering Techniques. - Imen Saffar; Arnaud Doniec; Jacques Boonaert; Stéphane Lecoeuche (ICTAI, 2011)

A numerical solution to the minimum-time control problem for linear discrete-time systems - Laurent Bako; Dulin Chen; Stéphane Lecoeuche (CoRR, 2011)

The minimum-time problem for discrete-time linear systems: A non-smooth optimization approach. - Dulin Chen; Laurent Bako; Stéphane Lecoeuche (CCA, 2012)

Using Forward-backward Contractors to Identify Parasitic Parameters of Electrical Circuits Working in High Frequency. - Nacim Meslem; Cécile Labarre; Stéphane Lecoeuche (ICINCO (1), 2012)

Human action classification using surf based spatio-temporal correlated descriptors. - Aznul Qalid Md Sabri; Jacques Boonaert; Stéphane Lecoeuche; El Mustapha Mouaddib (ICIP, 2012)

Prognosis Based on Handling Drifts in Dynamical Environments: Application to a Wind Turbine Benchmark. - Antoine Chammas; Eric Duviella; Stéphane Lecoeuche (ICMLA (2), 2012)

Drift Detection and Characterization for Fault Diagnosis and Prognosis of Dynamical Systems. - Antoine Chammas; Moamar Sayed-Mouchaweh; Eric Duviella; Stéphane Lecoeuche (SUM, 2012)

Fault diagnosis of wind turbine drive train faults based on dynamical clustering. - Antoine Chammas; Eric Duviella; Stéphane Lecoeuche (CDC, 2013)

Multi Spatio-Temporal Co-occurrence Measures for Human Action Classification. - Aznul Qalid Md Sabri; Jacques Boonaert; Stéphane Lecoeuche; El Mustapha Mouaddib (MVA, 2013)

A sparse optimization approach to state observer design for switched linear systems. - Laurent Bako; Stéphane Lecoeuche (Syst. Control. Lett., 2013)

Purchase Intention Based Model for a Behavioural Simulation of Sale Space. - Antoine Sylvain; Arnaud Doniec; René Mandiau; Stéphane Lecoeuche (WI-IAT (3), 2014)

Application of an incremental SVM algorithm for on-line human recognition from video surveillance using texture and color features. - Yanyun Lu; Khaled Boukharouba; Jacques Boonært; Anthony Fleury; Stéphane Lecoeuche (Neurocomputing, 2014)

Online person identification and new person discovery using appearance features. - Yanyun Lu; Anthony Fleury; Jacques Boonaert; Stéphane Lecoeuche; Sebastien Ambellouis (EAIS, 2015)

Similarity-based residual useful life prediction for partially unknown cycle varying degradation. - Blaise Kévin Guépié; Stéphane Lecoeuche (ICPHM, 2015)

3D real-time human action recognition using a spline interpolation approach. - Enjie Ghorbel; Rémi Boutteau; Jacques Boonaert; Xavier Savatier; Stéphane Lecoeuche (IPTA, 2015)

A fast and accurate motion descriptor for human action recognition applications. - Enjie Ghorbel; Rémi Boutteau; Jacques Boonaert; Xavier Savatier; Stéphane Lecoeuche (ICPR, 2016)

User in the Loop: Adaptive Smart Homes Exploiting User Feedback - State of the Art and Future Directions. - Abir-Beatrice Karami; Anthony Fleury; Jacques Boonaert; Stéphane Lecoeuche (Inf., 2016)

Prediction of Standardized Energy Consumption of Existing Buildings Based on Hybrid Systems Modeling and Control. - Balsam Ajib; Sanda Lefteriu; Antoine Caucheteux; Stéphane Lecoeuche; Jordan Gauvrit (CDC, 2018)

Stability analysis for switched linear systems with dwell time and delay in the active mode detection. - Lucien Etienne; Koffi M. Djidula Motchon; Stéphane Lecoeuche (ECC, 2018)

Improvement of a Predictive Data-Driven Model for Rainfall-Runoff Global Characterization of Aa River. - Baya Hadid; Eric Duviella; Stéphane Lecoeuche (RTSI, 2018)

An extension of kernel learning methods using a modified Log-Euclidean distance for fast and accurate skeleton-based Human Action Recognition. - Enjie Ghorbel; Jacques Boonaert; Rémi Boutteau; Stéphane Lecoeuche; Xavier Savatier (Comput. Vis. Image Underst., 2018)

Kinematic Spline Curves: A temporal invariant descriptor for fast action recognition. - Enjie Ghorbel; Rémi Boutteau; Jacques Boonaert; Xavier Savatier; Stéphane Lecoeuche (Image Vis. Comput., 2018)

Hierarchical classification scheme for real-time recognition of physical activities and postural transitions using smartphone inertial sensors. - Sid Ahmed Walid Talha; Anthony Fleury; Stéphane Lecoeuche (EMBC, 2019)

Auto-adaptive and Dynamical Clustering for Open-Circuit Fault Diagnosis of Power Inverters. - Thanh Hung Pham; Sanda Lefteriu; Cécile Labarre; Eric Duviella; Stéphane Lecoeuche (ECC, 2019)

Auto-adaptive and Dynamical Clustering for Double Open-Circuit Fault Diagnosis of Power Inverters. - Thanh Hung Pham; Sanda Lefteriu; Eric Duviella; Stéphane Lecoeuche (SysTol, 2019)

Stability Analysis for Switched Uncertain Nonlinear Systems With Dwell Time and Delay in the Active Mode Detection. - Lucien Etienne; Koffi M. Djidula Motchon; Stéphane Lecoeuche (IEEE Control. Syst. Lett., 2019)

Mining Frequent Seasonal Gradual Patterns. - Jerry Lonlac; Arnaud Doniec; Marin Lujak; Stéphane Lecoeuche (DaWaK, 2020)

Extracting Seasonal Gradual Patterns from Temporal Sequence Data Using Periodic Patterns Mining. - Jerry Lonlac; Arnaud Doniec; Marin Lujak; Stéphane Lecoeuche (CoRR, 2020)

Purchase intention-based agent for customer behaviours. - Arnaud Doniec; Stéphane Lecoeuche; René Mandiau; Antoine Sylvain (Inf. Sci., 2020)

Multi-Objective Deep Q-Networks for Domestic Hot Water Systems Control. - Mohamed-Harith Ibrahim; Stéphane Lecoeuche; Jacques Boonaert; Mireille Batton-Hubert (ICAART (3), 2023)

A Comprehensive Analysis on Associative Classification in Building Maintenance Datasets. - Joel Mba Kouhoue; Jerry Lonlac; Alexis Lesage; Arnaud Doniec; Stéphane Lecoeuche (IEA/AIE (2), 2023)

Uncertainty Quantification for Efficient and Risk-Sensitive Reinforcement Learning. - Mohamed-Harith Ibrahim; Stéphane Lecoeuche; Jacques Boonaert; Mireille Batton-Hubert (SSCI, 2023)

Modélisation des Données de Maintenance des Bâtiments : Vers une Approche Sémantique. - Joel Mba Kouhoue; Alexis Lesage; Jerry Lonlac; Arnaud Doniec; Stéphane Lecoeuche (EGC, 2024)

Détection d'événements acoustiques par DAS et CNN : application à la détection de cris de baleines. - Michel Dione; Jerry Lonlac; Anthony Fleury; Hélène Louis; Stéphane Lecoeuche (EGC, 2025)

On the discovery of seasonal gradual patterns through periodic patterns mining. - Jerry Lonlac; Arnaud Doniec; Marin Lujak; Stéphane Lecoeuche (Inf. Syst., 2025)

Enhancing associative classification on imbalanced data through ontology-based feature extraction and resampling. - Joel Mba Kouhoue; Jerry Lonlac; Alexis Lesage; Arnaud Doniec; Stéphane Lecoeuche (Knowl. Based Syst., 2025)