2440 search results - page 5 / 488 » Explanation-Based Feature Construction |
JCP
2006
13 years 6 months ago
2006
Feature selection is one of key issues related with data pre-processing of classification task in a data mining process. Although many efforts have been done to improve typical fea...
MICAI
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. We explore the impact of including hue in a feature construction algorithm for colour target detection. Hue has a long standing record as a good attribute in colour segme...
DMIN
2009
13 years 3 months ago
2009
- This paper demonstrates how methods borrowed from information fusion can improve the performance of a classifier by constructing (i.e., fusing) new features that are combinations...
ACCV
2007
Springer
14 years 5 days ago
2007
Springer
AdaBoost is a practical method of real-time face detection, but abides by a crucial problem of overfitting for the big number of features used in a trained classifier due to the ...
ASWC
2009
Springer
13 years 10 months ago
2009
Springer
Abstract. In this paper, we elaborate on an approach to construction of semantic-linguistic feature vectors (FV) that are used in search. These FVs are built based on domain semant...