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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).

. Ecole doctoral SSTO - UTT, Troyes, France, (2007)

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Statistical learning for sensor localization in wireless networks., , and . CoRR, (2020)Interpretable time series kernel analytics by pre-image estimation., , , , and . Artif. Intell., (2020)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).. Ecole doctoral SSTO - UTT, Troyes, France, (2007)Multi-class SVM classification combined with kernel PCA feature extraction of ECG signals., , , , , and . ICT, page 1-5. IEEE, (2012)Modeling electrocardiogram using Yule-Walker equations and kernel machines., , , , and . ICT, page 1-5. IEEE, (2012)Statistical hypothesis testing with time-frequency surrogates to check signal stationarity., , , , , and . ICASSP, page 3666-3669. IEEE, (2010)A simple scheme for unmixing hyperspectral data based on the geometry of the N-dimensional simplex., and . IGARSS, page 2271-2274. IEEE, (2010)Incoherent dictionary learning via mixed-integer programming and hybrid augmented Lagrangian., , , and . Digit. Signal Process., (2020)Kernels for time series of exponential decay/growth processes., , and . MLSP, page 1-6. IEEE, (2012)Prediction of time series using Yule-Walker equations with kernels., , , , and . ICASSP, page 2185-2188. IEEE, (2012)