This book constitutes the refereed proceedings of the 20th International Symposium on Computer and Information Sciences, ISCIS 2005, held in Istanbul, Turkey in October 2005. The 92 revised full papers presented together with 4 invited talks were carefully reviewed and selected from 491 submissions. The papers are organized in topical sections on computer networks, sensor and satellite networks, security and cryptography, performance evaluation, e-commerce and Web services, multiagent systems, machine learning, information retrieval and natural language processing, image and speech processing, algorithms and database systems, as well as theory of computing.This SVM classifier has slack variable and penalty function for solving non- separable problems. ... That is, all the training examples satisfy: aiwTx, +bZ\, for all x^P wrx, +fcalt;-l, for all x, eN (3) W is an adjustable weight vector, Xf is an input vectoranbsp;...
|Title||:||Computer and Information Sciences - ISCIS 2005|
|Author||:||Pinar Yolum, Tunga Güngör, Fikret Gürgen, Can Özturan|
|Publisher||:||Springer - 2005-11-28|