232 search results - page 10 / 47 » Predictive linear-Gaussian models of controlled stochastic d... |
104
Voted
WWW
2010
ACM
15 years 20 days ago
2010
ACM
Popularity of content in social media is unequally distributed, with some items receiving a disproportionate share of attention from users. Predicting which newly-submitted items ...
105
Voted
ESSMAC
2003
Springer
15 years 5 months ago
2003
Springer
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
103
Voted
IJON
2010
14 years 7 months ago
2010
This paper explores an application of support vector regression (SVR) to model predictive control (MPC). SVR is employed to identify a dynamic system from input-output data, and t...
88
Voted
CDC
2009
IEEE
15 years 4 months ago
2009
IEEE
This paper is concerned with information theoretic "metrics" for comparing two dynamical systems. Following the recent work of Tryphon Georgiou [1], we outline a predicti...
107
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HYBRID
2005
Springer
15 years 6 months ago
2005
Springer
This paper deals with polynomial stochastic hybrid systems (pSHSs), which generally correspond to stochastic hybrid systems with polynomial continuous vector fields, reset maps, a...