2395 search results - page 176 / 479 » A selective sampling approach to active feature selection |
GECCO
2003
Springer
15 years 3 months ago
2003
Springer
Abstract. Page-based Linear Genetic Programming (GP) is proposed and implemented with two-layer Subset Selection to address a two-class intrusion detection classification problem a...
SAMT
2007
Springer
15 years 4 months ago
2007
Springer
Abstract. This paper presents an approach on high-level feature detection using a region thesaurus. MPEG-7 features are locally extracted from segmented regions and for a large set...
65
Voted
ATAL
2006
Springer
15 years 1 months ago
2006
Springer
Deciding what to branch on at each node is a key element of search algorithms. We present four families of methods for selecting what question to branch on. They are all informati...
81
Voted
FLAIRS
2000
14 years 11 months ago
2000
The design of an optimal Bayesian classifier for multiple features is dependent on the estimation of multidimensional joint probability density functions and therefore requires a ...
91
Voted
IJBRA
2007
14 years 10 months ago
2007
: For microarray based cancer classification, feature selection is a common method for improving classifier generalisation. Most wrapper methods use cross validation methods to eva...