233 search results - page 4 / 47 » Design of Effective Multiple Classifier Systems by Clusterin... |
INFFUS
2002
13 years 5 months ago
2002
The security of computer networks plays a strategic role in modern computer systems. In order to enforce high protection levels against threats, a number of software tools have be...
KDD
2003
ACM
14 years 6 months ago
2003
ACM
Support vector machines (SVMs) have been promising methods for classification and regression analysis because of their solid mathematical foundations which convey several salient ...
ESWA
2006
13 years 6 months ago
2006
In this paper we propose a meta-evolutionary approach to improve on the performance of individual classifiers. In the proposed system, individual classifiers evolve, competing to ...
KES
2000
Springer
13 years 9 months ago
2000
Springer
Fuzzy classification rules are widely considered a well-suited representation of classification knowledge, as they allow readable and interpretable rule bases. The goal of this pa...
ICPR
2010
IEEE
13 years 10 months ago
2010
IEEE
In this paper, we present a new method to design customizable self-evolving fuzzy rule-based classifiers. The presented approach combines an incremental clustering algorithm with a...