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ICDM
2002
IEEE
448views Data Mining» more  ICDM 2002»
16 years 5 days ago
Feature Selection Algorithms: A Survey and Experimental Evaluation
In view of the substantial number of existing feature selection algorithms, the need arises to count on criteria that enables to adequately decide which algorithm to use in certai...
Luis Carlos Molina, Lluís Belanche, À...
EURODAC
1994
IEEE
128views VHDL» more  EURODAC 1994»
15 years 11 months ago
A component selection algorithm for high-performance pipelines
The use of a realistic component library with multiple implementations of operators, results in cost ef cient designs; slow components can then be used on non-critical paths and t...
Smita Bakshi, Daniel D. Gajski
ESANN
2008
15 years 8 months ago
On related violating pairs for working set selection in SMO algorithms
Sequential Minimal Optimization (SMO) is currently the most popular algorithm to solve large quadratic programs for Support Vector Machine (SVM) training. For many variants of this...
Tobias Glasmachers
ICASSP
2010
IEEE
15 years 2 months ago
Multichannel-compressive estimation of doubly selective channels in MIMO-OFDM systems: Exploiting and enhancing joint sparsity
We propose a compressive estimator of doubly selective channels within pulse-shaping multicarrier MIMO systems (including MIMOOFDM as a special case). The use of multichannel comp...
Daniel Eiwen, Georg Tauböck, Franz Hlawatsch,...
JMLR
2010
158views more  JMLR 2010»
15 years 2 months ago
Topology Selection in Graphical Models of Autoregressive Processes
An algorithm is presented for topology selection in graphical models of autoregressive Gaussian time series. The graph topology of the model represents the sparsity pattern of the...
Jitkomut Songsiri, Lieven Vandenberghe