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ESANN
1997
15 years 2 months ago
Kohonen maps versus vector quantization for data analysis
Besides their topological properties, Kohonen maps are often used for vector quantization only. These auto-organised networks are often compared to other standard and/or adaptive v...
Eric de Bodt, Michel Verleysen, Marie Cottrell
ICML
2010
IEEE
15 years 2 months ago
Learning the Linear Dynamical System with ASOS
We develop a new algorithm, based on EM, for learning the Linear Dynamical System model. Called the method of Approximated Second-Order Statistics (ASOS) our approach achieves dra...
James Martens
ICASSP
2010
IEEE
15 years 1 months ago
Distributed reconstruction of time-varying spatial fields based on consensus propagation
This work deals with the distributed measurement and reconstruction of time-varying spatial fields using wireless sensor networks (WSN). We use basis functions to formulate a low...
Valentin Schwarz, Gerald Matz
CORR
2006
Springer
105views Education» more  CORR 2006»
15 years 1 months ago
Generalization error bounds in semi-supervised classification under the cluster assumption
We consider semi-supervised classification when part of the available data is unlabeled. These unlabeled data can be useful for the classification problem when we make an assumpti...
Philippe Rigollet
IEICET
2006
79views more  IEICET 2006»
15 years 1 months ago
Synthesis of Nonautonomous Systems with Specified Limit Cycles
Abstract--This paper deals with a synthesis of a nonautonomous system with a stable limit cycle. By extending Green's method, by which arbitrary periodic solutions can be desi...
Atsuko Ohno, Toshimitsu Ushio, Masakazu Adachi