Régis Lengellé

According to our database, Régis Lengellé authored at least 28 papers between 1993 and 2023.

Collaborative distances:

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

2023

Sparse Decomposition of Heart Rate Using a Bernoulli-Gaussian Model: Application to Sleep Apnoea Detection.

Bruno Muller, Régis Lengellé

Sensors, April, 2023

2021

Cross-Gram matrices and their use in transfer learning: Application to automatic REM detection using heart rate.

Bruno Muller, Régis Lengellé

Comput. Methods Programs Biomed., 2021

2017

Domain Adaptation Transfer Learning by Kernel Representation Adaptation.

Xiaoyi Chen, Régis Lengellé

Proceedings of the Pattern Recognition Applications and Methods, 2017

Domain Adaptation Transfer Learning by SVM Subject to a Maximum-Mean-Discrepancy-like Constraint.

Xiaoyi Chen, Régis Lengellé

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

2014

Kernel Hierarchical Agglomerative Clustering - Comparison of Different Gap Statistics to Estimate the Number of Clusters.

Na Li, Nicolas Lefebvre, Régis Lengellé

Proceedings of the ICPRAM 2014, 2014

2013

Online Kernel Adaptive Algorithms With Dictionary Adaptation for MIMO Models.

Chafic Saidé, Régis Lengellé, Paul Honeine, Roger Achkar

IEEE Signal Process. Lett., 2013

Learning General Gaussian Kernel Hyperparameters for SVR.

Fahed Abdallah, Hichem Snoussi, Hicham Laanaya, Régis Lengellé

Proceedings of the Geometric Science of Information - First International Conference, 2013

Performance Analysis of Kernel Adaptive Filters based on LMS Algorithm.

Ibtissam Constantin, Régis Lengellé

Proceedings of the Complex Adaptive Systems 2013 Conference, 2013

2012

Dictionary adaptation for online prediction of time series data with kernels.

Chafic Saidé, Régis Lengellé, Paul Honeine, Cédric Richard, Roger Achkar

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

2011

Maximum Margin One Class Support Vector Machines for multiclass problems.

Mireille Tohmé, Régis Lengellé

Pattern Recognit. Lett., 2011

Abnormal events detection using unsupervised One-Class SVM - Application to audio surveillance and evaluation -.

Sébastien Lecomte, Régis Lengellé, Cédric Richard, François Capman, Bertrand Ravera

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2009

Sequential Maximum Gradient Optimization for Support Vector detection.

Mireille Tohmé, Régis Lengellé

Proceedings of the 17th European Signal Processing Conference, 2009

2008

F-SVR: A new learning algorithm for support vector regression.

Mireille Tohmé, Régis Lengellé

Proceedings of the IEEE International Conference on Acoustics, 2008

2006

Nonlinear Regularized Wiener Filtering With Kernels: Application in Denoising MEG Data Corrupted by ECG.

Ibtissam Constantin, Cédric Richard, Régis Lengellé, Laurent Soufflet

IEEE Trans. Signal Process., 2006

2005

Regularized kernel-based Wiener filtering. Application to magnetoencephalographic signals denoising.

Ibtissam Constantin, Cédric Richard, Régis Lengellé, Laurent Soufflet

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

An improved training algorithm for nonlinear kernel discriminants.

Fahed Abdallah, Cédric Richard, Régis Lengellé

IEEE Trans. Signal Process., 2004

A sequential approach for multi-class discriminant analysis with kernels.

Fahed Abdallah, Cédric Richard, Régis Lengellé

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Kernel second-order discriminants versus support vector machines.

Fahed Abdallah, Cédric Richard, Régis Lengellé

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Bayes-optimal detectors design using relevant second-order criteria.

Cédric Richard, Régis Lengellé, Fahed Abdallah

IEEE Signal Process. Lett., 2002

Adaptive diffusion and discriminant analysis for complexity control of time-frequency detectors.

Julien Gosme, Paulo Gonçalves, Cédric Richard, Régis Lengellé

Proceedings of the 11th European Signal Processing Conference, 2002

On equivalence between detectors obtained from second-order measures of performance.

Fahed Abdallah, Cédric Richard, Régis Lengellé

Proceedings of the 11th European Signal Processing Conference, 2002

2000

On the linear relations connecting the components of the discrete Wigner distribution in the case of real-valued signals.

Cédric Richard, Régis Lengellé

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Data-driven design and complexity control of time-frequency detectors.

Cédric Richard, Régis Lengellé

Signal Process., 1999

1998

Structural risk minimization for reduced-bias time-frequency-based detectors design.

Cédric Richard, Régis Lengellé

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Joint recursive implementation of time - frequency representations and their modified version by the reassignment method.

Cédric Richard, Régis Lengellé

Signal Process., 1997

1996

Training MLPs layer by layer using an objective function for internal representations.

Régis Lengellé, Thierry Denoeux

Neural Networks, 1996

1995

Performance analysis of a MLP weight initialization algorithm.

Mohamed Karouia, Régis Lengellé, Thierry Denoeux

Proceedings of the 3rd European Symposium on Artificial Neural Networks, 1995

1993

Initializing back propagation networks with prototypes.

Thierry Denoeux, Régis Lengellé

Neural Networks, 1993