232 search results - page 10 / 47 » Predictive linear-Gaussian models of controlled stochastic d... |
WWW
2010
ACM
13 years 8 months 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 ...
ESSMAC
2003
Springer
14 years 1 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...
IJON
2010
13 years 2 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...
CDC
2009
IEEE
13 years 11 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...
HYBRID
2005
Springer
14 years 1 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...