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Time Series

431 directly classified papers

Papers per year

Papers

Augmented Functional Time Series Representation and Forecasting with Gaussian Processes NIPS 2007
Collective Inference on Markov Models for Modeling Bird Migration NIPS 2007
The Infinite Markov Model NIPS 2007
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure NIPS 2006
Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models NIPS 2006
A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems NIPS 2006