1382 search results - page 35 / 277 » An Experimental Study on Feature Subset Selection Methods |
106
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
We propose Genetic Algorithms to improve the feature subset selection by combining the valuable outcomes from multiple feature selection methods. This paper also motivates the use...
140
Voted
IMCSIT
2010
14 years 10 months ago
2010
In this paper, we have introduced a hierarchical object categorization method with automatic feature selection. A hierarchy obtained by natural similarities and properties is learn...
121
Voted
ICIP
2000
IEEE
16 years 5 months ago
2000
IEEE
In many Earth observation missions, a large amount of data is collected by the on-board sensors, and must be transmitted to ground through a channel with limited capacity; in this...
148
Voted
AAAI
2008
15 years 6 months ago
2008
In multi-robot settings, activity recognition allows a robot to respond intelligently to the other robots in its environment. Conditional random fields are temporal models that ar...
164
Voted
TKDE
2012
13 years 6 months ago
2012
Feature selection is fundamental to knowledge discovery from massive amount of high-dimensional data. In an effort to establish theoretical justification for feature selection al...