32 search results - page 4 / 7 » Convergence of a Generalized SMO Algorithm for SVM Classifie... |
FUZZIEEE
2007
IEEE
14 years 1 months ago
2007
IEEE
—In this paper, we propose a new nonlinear classier based on a generalized Choquet integral with signed fuzzy measures to enhance the classification power by capturing all possib...
GECCO
2005
Springer
14 years 18 days ago
2005
Springer
In support vector machines (SVM), the kernel functions which compute dot product in feature space significantly affect the performance of classifiers. Each kernel function is suit...
GECCO
2006
Springer
13 years 10 months ago
2006
Springer
In this paper we embed evolutionary computation into statistical learning theory. First, we outline the connection between large margin optimization and statistical learning and s...
CIKM
2006
Springer
13 years 10 months ago
2006
Springer
Web page classification is important to many tasks in information retrieval and web mining. However, applying traditional textual classifiers on web data often produces unsatisfyi...
WWW
2004
ACM
14 years 7 months ago
2004
ACM
We address the problem of integrating objects from a source taxonomy into a master taxonomy. This problem is not only currently pervasive on the web, but also important to the eme...