Intelligent content-based retrieval for peer-to-peer networks

• Main Author: Rodionov Maxim.
• Other Authors: Hui, Siu Cheung
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Information storage and retrieval
• Online Access: http://hdl.handle.net/10356/2436
• Institution: Nanyang Technological University

In this thesis, we propose an intelligent P2P content-based document retrieval system known as iSearch-P2P. In iSearch-P2P, we have incorporated several intelligent techniques including Fuzzy Adaptive Resonance Theory (Fuzzy ART), Support Vector Machine (SVM) and k-Nearest Neighbor (k-NN) to perform...