Classification in P2P Networks by Bagging Cascade RSVMs

• المؤلفون الرئيسيون: ANG, Hock Hee, GOPALKRISHNAN, Vikvekanand, HOI, Steven C. H., NG, Wee Keong, DATTA, Anwitaman
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2008
• الموضوعات: Computer Sciences; Databases and Information Systems
• الوصول للمادة أونلاين: 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
• المؤسسة: 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...