Paul Honeine

Nguyen Hoang Nguyen

Traitement du Signal, 2013

Polar-Interval-Based Localization in Mobile Sensor Networks.

[BibT_eX]

[DOI]

Farah Mourad

IEEE Trans. Aerosp. Electron. Syst., 2013

Online Kernel Adaptive Algorithms With Dictionary Adaptation for MIMO Models.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2013

Kernel autoregressive models using Yule-Walker equations.

[BibT_eX]

[DOI]

Signal Process., 2013

Multiclass classification machines with the complexity of a single binary classifier.

[BibT_eX]

[DOI]

Signal Process., 2013

Non-negativity constraints on the pre-image for pattern recognition with kernel machines.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Constrained reflect-then-combine methods for unmixing hyperspectral data.

[BibT_eX]

[DOI]

Henri Lantéri

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Estimating abundance fractions of materials in hyperspectral images by fitting a post-nonlinear mixing model.

[BibT_eX]

[DOI]

Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Kernel-based localization using fingerprinting in wireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Nonlinear unmixing of hyperspectral data with partially linear least-squares support vector regression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Intrusion detection in scada systems using one-class classification.

[BibT_eX]

[DOI]

Patric Nader

Pierre Beauseroy

Proceedings of the 21st European Signal Processing Conference, 2013

Decentralized localization using fingerprinting and kernel methods inwireless sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Constrained Kaczmarz's cyclic projections for unmixing hyperspectral data.

[BibT_eX]

[DOI]

Henri Lantéri

Proceedings of the 21st European Signal Processing Conference, 2013

Non-stationary analysis of the convergence of the Non-Negative Least-Mean-Square algorithm.

[BibT_eX]

[DOI]

Proceedings of the 21st European Signal Processing Conference, 2013

Contributions en traitement du signal par méthodes d'apprentissage à noyaux. (Contributions to signal processing with kernel-based machine learning).

[BibT_eX]

[DOI]

, 2013

2012

Geometric Unmixing of Large Hyperspectral Images: A Barycentric Coordinate Approach.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2012

Online Kernel Principal Component Analysis: A Reduced-Order Model.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Nonlinear unmixing of hyperspectral images based on multi-kernel learning.

[BibT_eX]

[DOI]

Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

One-class machines based on the coherence criterion.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Kernels for time series of exponential decay/growth processes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

On simple one-class classification methods.

[BibT_eX]

[DOI]

Cedue Richard

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Hyperspectral image unmixing using manifold learning methods derivations and comparative tests.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Prediction of rain attenuation series based on discretized spectral model.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Indoor localization using polar intervals in wireless sensor networks.

[BibT_eX]

[DOI]

Farah Mourad

Proceedings of the 19th International Conference on Telecommunications, 2012

Multi-class SVM classification combined with kernel PCA feature extraction of ECG signals.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Telecommunications, 2012

Modeling electrocardiogram using Yule-Walker equations and kernel machines.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Telecommunications, 2012

Prediction of time series using Yule-Walker equations with kernels.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A Gaussian process regression approach for testing Granger causality between time series data.

[BibT_eX]

[DOI]

Pierre-Olivier Amblard

Olivier J. J. Michel

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Online one-class machines based on the coherence criterion.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

2011

A Closed-form Solution for the Pre-image Problem in Kernel-based Machines.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2011

Nonnegative Least-Mean-Square Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2011

Stationnarité relative et approches connexes.

[BibT_eX]

[DOI]

Patrick Flandrin

Pierre-Olivier Amblard

Traitement du Signal, 2011

Preimage Problem in Kernel-Based Machine Learning.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2011

PCA and KPCA of ECG signals with binary SVM classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2011

A comparative study of pre-image techniques: The kernel autoregressive case.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Signal Processing Systems, 2011

Non-negative pre-image in machine learning for pattern recognition.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

Online system identification under non-negativity and ℓ1-norm constraints algorithm and weight behavior analysis.

[BibT_eX]

[DOI]

Proceedings of the 19th European Signal Processing Conference, 2011

A novel kernel-based nonlinear unmixing scheme of hyperspectral images.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

A modified non-negative LMS algorithm and its stochastic behavior analysis.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Testing stationarity with surrogates: a time-frequency approach.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

A Decentralized Approach for Nonlinear Prediction of Time Series Data in Sensor Networks.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2010

The angular kernel in machine learning for hyperspectral data classification.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

A simple scheme for unmixing hyperspectral data based on the geometry of the N-dimensional simplex.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Statistical hypothesis testing with time-frequency surrogates to check signal stationarity.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

System identification under non-negativity constraints.

[BibT_eX]

[DOI]

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Online Prediction of Time Series Data With Kernels.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Functional estimation in Hilbert space for distributed learning in wireless sensor networks.

[BibT_eX]

[DOI]

Mehdi Essoloh

François Vincent

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Distributed Regression in Sensor Networks with a Reduced-Order Kernel Model.

[BibT_eX]

[DOI]

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Distributed localization in wireless sensor networks as a pre-image problem in a Reproducing Kernel Hilbert Space.

[BibT_eX]

[DOI]

Proceedings of the 2008 16th European Signal Processing Conference, 2008

Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Méthodes à noyau pour l'analyse et la décision en environnement non-stationnaire. (Kernel Machines for analysis and decision-making in a non-stationary environment).

[BibT_eX]

[DOI]

PhD thesis, 2007

Time-Frequency Learning Machines.

[BibT_eX]

[DOI]