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ICML
2003
IEEE
14 years 8 months ago
Online Feature Selection using Grafting
In the standard feature selection problem, we are given a fixed set of candidate features for use in a learning problem, and must select a subset that will be used to train a mode...
Simon Perkins, James Theiler
CHI
2008
ACM
14 years 8 months ago
Intelligent object group selection
Current object group selection techniques such as lasso or rectangle selection can be time consuming and error prone. This is apparent when selecting distant objects on a large di...
Hoda Dehmeshki, Wolfgang Stürzlinger
ECBS
2007
IEEE
135views Hardware» more  ECBS 2007»
14 years 2 months ago
COTS Selection: Past, Present, and Future
Commercial Off-The-Shelf (COTS) products are increasingly being used in software development. In COTS-based development, selecting appropriate COTS is the most crucial phase. This...
Abdallah Mohamed, Günther Ruhe, Armin Eberlei...
ICC
2007
IEEE
135views Communications» more  ICC 2007»
14 years 1 months ago
Antenna Selection Strategies for MIMO Systems
—Antenna selection strategies for multiple-input multiple-output (MIMO) wireless systems is presented. In our scheme, both transmit and receive antenna selection is done at the r...
Insoo Hwang, Cheolwoo You, Yungsoo Kim, Vahid Taro...
ICDM
2006
IEEE
129views Data Mining» more  ICDM 2006»
14 years 1 months ago
Getting the Most Out of Ensemble Selection
We investigate four previously unexplored aspects of ensemble selection, a procedure for building ensembles of classifiers. First we test whether adjusting model predictions to p...
Rich Caruana, Art Munson, Alexandru Niculescu-Mizi...