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» Fast Feature Selection by Means of Projections
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IEAAIE
2003
Springer
14 years 4 months ago
Fast Feature Selection by Means of Projections
The attribute selection techniques for supervised learning, used in the preprocessing phase to emphasize the most relevant attributes, allow making models of classification simple...
Roberto Ruiz, José Cristóbal Riquelm...
CII
2007
73views more  CII 2007»
13 years 11 months ago
Competency characterisation by means of work situation modelling
Nowadays companies have to face the rapid evolution of their competitive environment. In the field of design, project managers are aware of both the impact of the designers’ com...
Farouk Belkadi, Eric Bonjour, Maryvonne Dulmet
ICRA
2008
IEEE
170views Robotics» more  ICRA 2008»
14 years 5 months ago
Human detection using iterative feature selection and logistic principal component analysis
— We present a fast feature selection algorithm suitable for object detection applications where the image being tested must be scanned repeatedly to detected the object of inter...
Wael Abd-Almageed, Larry S. Davis
CORR
2002
Springer
132views Education» more  CORR 2002»
13 years 10 months ago
Robust Feature Selection by Mutual Information Distributions
Mutual information is widely used in artificial intelligence, in a descriptive way, to measure the stochastic dependence of discrete random variables. In order to address question...
Marco Zaffalon, Marcus Hutter
KDD
2003
ACM
195views Data Mining» more  KDD 2003»
14 years 11 months ago
Visualizing changes in the structure of data for exploratory feature selection
Using visualization techniques to explore and understand high-dimensional data is an efficient way to combine human intelligence with the immense brute force computation power ava...
Elias Pampalk, Werner Goebl, Gerhard Widmer