1382 search results - page 49 / 277 » An Experimental Study on Feature Subset Selection Methods |
125
click to vote
IJCAI
2007
15 years 5 months ago
2007
This paper addresses the problem of concept sampling. In many real-world applications, a large collection of mixed concepts is available for decision making. However, the collecti...
121
Voted
ICPR
2006
IEEE
15 years 10 months ago
2006
IEEE
We investigated the geometrical complexity of several high-dimensional, small sample classification problems and its changes due to two popular feature selection procedures, forw...
120
click to vote
FUZZIEEE
2007
IEEE
15 years 10 months ago
2007
IEEE
— One of the main obstacles facing the application of computational intelligence technologies in pattern recognition (and indeed in many other tasks) is that of dataset dimension...
149
click to vote
TMM
2010
14 years 10 months ago
2010
Based on the local keypoints extracted as salient image patches, an image can be described as a "bag-of-visualwords (BoW)" and this representation has appeared promising ...
143
Voted
FUIN
2010
14 years 10 months ago
2010
Feature selection is an important preprocessing step in pattern analysis and machine learning. The key issue in feature selection is to evaluate quality of candidate features. In t...