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» On the computation of linear model predictive control laws
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BMCBI
2004
153views more  BMCBI 2004»
14 years 11 months ago
Computational protein biomarker prediction: a case study for prostate cancer
Background: Recent technological advances in mass spectrometry pose challenges in computational mathematics and statistics to process the mass spectral data into predictive models...
Michael Wagner, Dayanand N. Naik, Alex Pothen, Sri...
CDC
2009
IEEE
221views Control Systems» more  CDC 2009»
15 years 3 months ago
Parametrization invariant covariance quantification in identification of transfer functions for linear systems
This paper adresses the variance quantification problem for system identification based on the prediction error framework. The role of input and model class selection for the auto-...
Tzvetan Ivanov, Michel Gevers
IJON
2007
118views more  IJON 2007»
14 years 11 months ago
CATS benchmark time series prediction by Kalman smoother with cross-validated noise density
This article presents the winning solution to the CATS time series prediction competition. The solution is based on classical optimal linear estimation theory. The proposed method...
Simo Särkkä, Aki Vehtari, Jouko Lampinen
CDC
2010
IEEE
124views Control Systems» more  CDC 2010»
14 years 6 months ago
Underactuated control and distribution of multi-agent systems in stratified flow environments
The present paper shows how vertical actuation alone may be used to effectively control the spatial distribution of mobile vehicles ("balloons" in air, or "drifters&...
Robert H. Krohn, Thomas R. Bewley
DSN
2009
IEEE
15 years 6 months ago
Fluid modeling and control for server system performance and availability
Although server technology provides a means to support a wide range of online services and applications, their ad-hoc configuration poses significant challenges to the performan...
Luc Malrait, Sara Bouchenak, Nicolas Marchand