3467 search results - page 22 / 694 » Streamwise Feature Selection |
84
Voted
PR
2007
15 years 7 days ago
2007
We propose a novel, local feature-based face representation method based on twostage subset selection where the first stage finds the informative regions and the second stage ...
101
Voted
CORR
2010
Springer
14 years 10 months ago
2010
Springer
In this paper we describe a procedure to reduce the size of the input feature vector. A complex pattern recognition problem like face recognition involves huge dimension of input ...
104
Voted
ICMLA
2010
14 years 10 months ago
2010
Recently, the so-called Support Feature Machine (SFM) was proposed as a novel approach to feature selection for classification, based on minimisation of the zero norm of a separati...
142
click to vote
ICIP
2006
IEEE
16 years 2 months ago
2006
IEEE
This paper describes an efficient feature selection method that quickly selects a small subset out of a given huge feature set; for building robust object detection systems. In th...
104
Voted
AI
2004
Springer
15 years 19 days ago
2004
Springer
Feature selection, as a preprocessing step to machine learning, has been very effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and imp...