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JMLR
2010
185views more  JMLR 2010»
15 years 20 days 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
16 years 10 days 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 5 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 11 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 6 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...