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IJCNN
2007
IEEE
14 years 5 months ago
Generalised Kernel Machines
Abstract— The generalised linear model (GLM) is the standard approach in classical statistics for regression tasks where it is appropriate to measure the data misfit using a lik...
Gavin C. Cawley, Gareth J. Janacek, Nicola L. C. T...
TNN
2011
107views more  TNN 2011»
13 years 5 months ago
Iterative Gaussianization: From ICA to Random Rotations
Abstract—Most signal processing problems involve the challenging task of multidimensional probability density function (PDF) estimation. In this paper, we propose a solution to t...
Valero Laparra, Gustavo Camps-Valls, Jesus Malo
PKDD
2007
Springer
102views Data Mining» more  PKDD 2007»
14 years 4 months ago
Towards Data Mining Without Information on Knowledge Structure
Most knowledge discovery processes are biased since some part of the knowledge structure must be given before extraction. We propose a framework that avoids this bias by supporting...
Alexandre Vautier, Marie-Odile Cordier, Rene Quini...
SIPS
2006
IEEE
14 years 4 months ago
Architecture-Aware LDPC Code Design for Software Defined Radio
Low-Density Parity-Check (LDPC) codes have been adopted in the physical layer of many communication systems because of their superior performance. The direct implementation of the...
Yuming Zhu, Chaitali Chakrabarti
MOBIDE
2003
ACM
14 years 4 months ago
Semantically driven service interoperability for pervasive computing
The common vision of pervasive computing environments requires a very large range of devices and software components to interoperate seamlessly. From the assumption that these dev...
Declan O'Sullivan, David Lewis