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» On the Identification of a Class of Linear Models
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INFORMATICALT
2010
112views more  INFORMATICALT 2010»
14 years 9 months ago
Recursive Identification of Systems with Noninvertible Output Nonlinearities
Abstract. The paper deals with the recursive identification of dynamic systems having noninvertible output characteristics, which can be represented by the Wiener model. A special ...
Jozef Vörös
90
Voted
CDC
2010
IEEE
122views Control Systems» more  CDC 2010»
14 years 6 months ago
Closed-loop optimal experiment design: The partial correlation approach
Abstract-- We consider optimal experiment design for parametric prediction error system identification of linear timeinvariant systems in closed loop. The optimisation is performed...
Roland Hildebrand, Michel Gevers, Gabriel Solari
AUTOMATICA
2004
119views more  AUTOMATICA 2004»
14 years 11 months ago
Hammerstein-Wiener system estimator initialization
In nonlinear system identification, the system is often represented as a series of blocks linked together. Such block-oriented models are built with static nonlinear subsystems an...
Philippe Crama, Johan Schoukens
CDC
2010
IEEE
155views Control Systems» more  CDC 2010»
14 years 6 months ago
Linear parametric noise models for Least Squares Support Vector Machines
In the identification of nonlinear dynamical models it may happen that not only the system dynamics have to be modeled but also the noise has a dynamic character. We show how to ad...
Tillmann Falck, Johan A. K. Suykens, Bart De Moor
82
Voted
ICPR
2006
IEEE
16 years 26 days ago
Linear model combining by optimizing the Area under the ROC curve
In some classification problems, like the detection of illnesses in patients, classes are very unbalanced and the misclassification costs for different classes vary significantly....
David M. J. Tax, Robert P. W. Duin