The International Arab Journal of Information Technology (IAJIT)

An Anti-Spam Filter Based on One-Class IB Method in Small Training Sets

Abstract:We present an approach to email filtering based on one-class Information Bottleneck (IB) method in small training

Baraa Sharef 1, 3, Nazlia Omar1, and Zeyad Sharef 2

Modified Binary Bat Algorithm for Feature Selection in Unsupervised Learning

Abstract: Feature selection is the process of selecting a subset of optimal features by removing redundant and irrelevant

Enhanced Bagging (eBagging): A Novel Approach for Ensemble Learning

Goksu Tuysuzoglu1 and Derya Birant2 1Graduate School of Natural and Applied Sciences, Dokuz Eylul University, Turkey 2Department of Computer Engineering, Dokuz Eylul University, Turkey