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JMLR
2010
185views more  JMLR 2010»
14 years 9 months ago
Multiple Kernel Learning on the Limit Order Book
Simple features constructed from order book data for the EURUSD currency pair were used to construct a set of kernels. These kernels were used both individually and simultaneously...
Tristan Fletcher, Zakria Hussain, John Shawe-Taylo...
ICPR
2008
IEEE
15 years 8 months ago
Signature verification based on fusion of on-line and off-line kernels
The problem of signature verification is considered within the bounds of the kernel-based methodology of pattern recognition, more specifically, SVM principle of machine learning....
Vadim Mottl, Mikhail Lange, Valentina Sulimova, Al...
NN
2006
Springer
128views Neural Networks» more  NN 2006»
15 years 2 months ago
Topographic map formation of factorized Edgeworth-expanded kernels
We introduce a new learning algorithm for topographic map formation of Edgeworth-expanded Gaussian activation kernels. In order to avoid the rapid increase in kernel parameters, a...
Marc M. Van Hulle
GPCE
2005
Springer
15 years 8 months ago
A Versatile Kernel for Multi-language AOP
Abstract. Being able to define and use different aspect languages, including domain-specific aspect languages, to cleanly modularize concerns of a software system represents a v...
Éric Tanter, Jacques Noyé
ICML
2006
IEEE
16 years 3 months ago
Kernelizing the output of tree-based methods
We extend tree-based methods to the prediction of structured outputs using a kernelization of the algorithm that allows one to grow trees as soon as a kernel can be defined on the...
Florence d'Alché-Buc, Louis Wehenkel, Pierr...