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ESANN
2003
15 years 8 months ago
Kernel PLS variants for regression
Abstract. We focus on covariance criteria for finding a suitable subspace for regression in a reproducing kernel Hilbert space: kernel principal component analysis, kernel partial...
Luc Hoegaerts, Johan A. K. Suykens, Joos Vandewall...
EUSFLAT
2003
15 years 8 months ago
Minimisation of the expected weighted number of jobs being late with fuzzy processing time in a one machine system
One machine scheduling problem with fuzzy processing times and a penalty for each job being late (the penalty is independent of the magnitude of the lateness) is considered. The o...
Barbara Gladysz, Dorota Kuchta
EUSFLAT
2003
105views Fuzzy Logic» more  EUSFLAT 2003»
15 years 8 months ago
Perception based functions with boundary conditions
The methods of reconstruction of perception based functions (PBF) given by the set of rules like “If X is SMALL then Y is VERY QUICKLY INCREASING”, “If X is BETWEEN A and B ...
Ildar Z. Batyrshin
208
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NETWORKING
2004
15 years 8 months ago
Improving Distributed Firewalls Performance through Vertical Load Balancing
In this paper we present an extension to an existing hash based packet classification technique in order to improve its performance in a distributed network access control environm...
Olivier Paul
NIPS
2001
15 years 8 months ago
Sampling Techniques for Kernel Methods
We propose randomized techniques for speeding up Kernel Principal Component Analysis on three levels: sampling and quantization of the Gram matrix in training, randomized rounding...
Dimitris Achlioptas, Frank McSherry, Bernhard Sch&...