MCS
2002
Springer
13 years 4 months ago
2002
Springer
Abstract. While a variety of multiple classifier systems have been studied since at least the late 1950's, this area came alive in the 90's with significant theoretical a...
MCS
2010
Springer
13 years 7 months ago
2010
Springer
Selecting a set of good and diverse base classifiers is essential for building multiple classifier systems. However, almost all commonly used procedures for selecting such base cla...
MLDM
1999
Springer
13 years 9 months ago
1999
Springer
In the field of pattern recognition, multiple classifier systems based on the combination of the outputs of a set of different classifiers have been proposed as a method for the de...
ICIAP
1999
ACM
13 years 9 months ago
1999
ACM
In the field of pattern recognition, the concept of Multiple Classifier Systems (MCSs) was proposed as a method for the development of high performance classification systems. At ...
ICPR
2000
IEEE
13 years 9 months ago
2000
IEEE
In the field of pattern recognition, multiple classifier systems based on the combination of outputs of a set of different classifiers have been proposed as a method for the devel...
ICPR
2000
IEEE
13 years 9 months ago
2000
IEEE
At present, the common operation mechanism of multiple classifier systems is the combination of classifier outputs. Recently, some researchers pointed out the potentialities of â€...
ICDAR
2003
IEEE
13 years 10 months ago
2003
IEEE
Classifier subset selection (CSS) from a large ensemble is an effective way to design multiple classifier systems (MCSs). Given a validation dataset and a selection criterion, the...
IDEAL
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. Multiple classifier systems based on neural networks can give improved generalisation performance as compared with single classifier systems. We examine collaboration in ...
ICIAP
2001
Springer
14 years 5 months ago
2001
Springer
IPMI
2005
Springer
14 years 5 months ago
2005
Springer
Information fusion has, in the form of multiple classifier systems, long been a successful tool in pattern recognition applications. It is also becoming increasingly popular in bio...