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CORR
2011
Springer
190views Education» more  CORR 2011»
13 years 12 days ago
Doubly Robust Smoothing of Dynamical Processes via Outlier Sparsity Constraints
Abstract—Coping with outliers contaminating dynamical processes is of major importance in various applications because mismatches from nominal models are not uncommon in practice...
Shahrokh Farahmand, Georgios B. Giannakis, Daniele...
VLDB
2007
ACM
225views Database» more  VLDB 2007»
14 years 8 months ago
An Approach to Optimize Data Processing in Business Processes
In order to optimize their revenues and profits, an increasing number of businesses organize their business activities in terms of business processes. Typically, they automate imp...
Marko Vrhovnik, Holger Schwarz, Oliver Suhre, Bern...
ESSMAC
2003
Springer
14 years 1 months ago
Nonlinear Predictive Control with a Gaussian Process Model
Abstract. Gaussian process models provide a probabilistic non-parametric modelling approach for black-box identification of nonlinear dynamic systems. The Gaussian processes can h...
Jus Kocijan, Roderick Murray-Smith
CDC
2008
IEEE
14 years 3 months ago
The vanishing approach for the average continuous control of piecewise deterministic Markov processes
Abstract— This paper deals with the long run average continuous control problem of piecewise deterministic Markov processes (PDMP‘s) taking values in a general Borel space and ...
Oswaldo Luiz V. Costa, Francois Dufour
HYBRID
2011
Springer
12 years 8 months ago
Almost sure stability of networked control systems under exponentially bounded bursts of dropouts
A wireless networked control systems (NCS) is a control system whose feedback path is realized over a wireless communication network. The stability of such systems can be problema...
Michael D. Lemmon, Xiaobo Sharon Hu