Anomaly Detection Infinite horizon Almost periodic functions Exchangeability Dimension reduction Discrete time Fixed point BIC Coopération Binary Diffing Multiplicative noise Prediction Change-point detection De Pierro's conjecture Inf-convolution Stochastic Navier-Sokes equations Random graphs Cross validation Exponential dichotomy High-dimensional data Variables selection Health Monitoring Fonctions presque-périodiques Functional differential equation SOM Digital Functional data Fonction publique Asymptotic statistic 46B20 Exponential moments Adaptive estimation Belief Propagation Carte auto-organisatrice Best constants Classification non supervisée Graphe Numérique Entropy methods 62M10 Innovation Formation des enseignants Enseignant Difference inequation Lasso Asymptotic behavior Fractional Brownian motion Bayesian inference Anomaly detection Causal processes Clustering Hidden Markov models EM algorithm Classification croisée NLP Evolution equation Données de grande dimension Markov chains Dynamic networks Variational inference Malliavin calculus France Pontryagin principle Cyclic projections Difference equation Mixture models 49J50 Gaussian process Graph Mean field interaction Differential equations Inclusion Keyword Wavelets Finite elements Education Almost automorphic function Logistic regression Stochastic PDEs Time series Stochastic block models Sélection de variables Aircraft engine Co-clustering 17th century English Visualisation Strong convergence Classification Model selection Variational methods Kernel Fast diffusion equation Graphs Implicit time discretization Banach spaces Periodic evolution families Optimal control Almost periodic function Agent-based modeling Large deviations