Classification in P2P Networks by Bagging Cascade RSVMs

• Main Authors: ANG, Hock Hee, GOPALKRISHNAN, Vikvekanand, HOI, Steven C. H., NG, Wee Keong, DATTA, Anwitaman
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2008
• Subjects: Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2406; https://ink.library.smu.edu.sg/context/sis_research/article/3406/viewcontent/Class_p2p_RSVMs_afv.pdf
• Institution: Singapore Management University

Data mining tasks in P2P are bound by issues like scalability, peer dynamism, asynchronism, and data privacy preservation. These challenges pose difficulties for deploying conventional machine learning techniques in P2P networks, which may be hard to achieve classification accuracies comparable to r...