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ICML
2004
IEEE
14 years 1 months ago
Redundant feature elimination for multi-class problems
We consider the problem of eliminating redundant Boolean features for a given data set, where a feature is redundant if it separates the classes less well than another feature or ...
Annalisa Appice, Michelangelo Ceci, Simon Rawles, ...
DEXAW
1999
IEEE
105views Database» more  DEXAW 1999»
14 years 1 days ago
Personalizing the Web Using Site Descriptions
The information overload on the Web has created a great need for efficient filtering mechanisms. Many sites (e.g., CNN and Quicken) address this problem by allowing a user to crea...
Vinod Anupam, Yuri Breitbart, Juliana Freire, Bhar...
CC
2008
Springer
144views System Software» more  CC 2008»
13 years 9 months ago
Control Flow Emulation on Tiled SIMD Architectures
Heterogeneous multi-core and streaming architectures such as the GPU, Cell, ClearSpeed, and Imagine processors have better power/ performance ratios and memory bandwidth than tradi...
Ghulam Lashari, Ondrej Lhoták, Michael McCo...
ICML
2010
IEEE
13 years 8 months ago
Submodular Dictionary Selection for Sparse Representation
We develop an efficient learning framework to construct signal dictionaries for sparse representation by selecting the dictionary columns from multiple candidate bases. By sparse,...
Andreas Krause, Volkan Cevher
DIS
2010
Springer
13 years 5 months ago
An Artificial Experimenter for Enzymatic Response Characterisation
Identifying the characteristics of biological systems through physical experimentation, is restricted by the resources available, which are limited in comparison to the size of the...
Chris Lovell, Gareth Jones, Steve R. Gunn, Klaus-P...