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» Errors-in-variables methods in system identification
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INTERSPEECH
2010
13 years 4 months ago
Analyzing user utterances in barge-in-able spoken dialogue system for improving identification accuracy
In our barge-in-able spoken dialogue system, the user's behaviors such as barge-in timing and utterance expressions vary according to his/her characteristics and situations. ...
Kyoko Matsuyama, Kazunori Komatani, Ryu Takeda, To...
AUTOMATICA
2004
77views more  AUTOMATICA 2004»
13 years 10 months ago
Non-asymptotic quality assessment of generalised FIR models with periodic inputs
In any real-life identification problem, only a finite number of data points is available. On the other hand, almost all results in stochastic identification pertain to asymptotic...
Marco C. Campi, Su Ki Ooi, Erik Weyer
AUTOMATICA
2005
155views more  AUTOMATICA 2005»
13 years 10 months ago
Identification of MIMO Hammerstein models using least squares support vector machines
This paper studies a method for the identification of Hammerstein models based on Least Squares Support Vector Machines (LS-SVMs). The technique allows for the determination of th...
Ivan Goethals, Kristiaan Pelckmans, Johan A. K. Su...
ICASSP
2010
IEEE
13 years 8 months ago
Identification of linear systems in canonical form through an EM framework
Least-squares estimation has always been the main approach when applying prediction error methods (PEM) in the identification of linear dynamical systems. Regardless of the estim...
Pavlos Papadopoulos, Vassilis Digalakis
ISMB
1997
13 years 11 months ago
RIFLE: Rapid Identification of Microorganisms by Fragment Length Evaluation
Biological macromoleculesrepresent a valuable source of informationfor the identification and phylogenetic classification of microorganisms.Oneof the mostcommonlyused macromolecul...
Henning Hermjakob, Robert Giegerich, Walter Arnold