Adaptive Ensemble Classification in P2P Networks

• Main Authors: ANG, Hock Hee, GOPALKRISHNAN, Vivekanand, HOI, Steven C. H., NG, Wee Keong
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Peer to peer networks; Adaptive classification; Classification performance; Ensemble classification; Computer Sciences; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/2365; https://ink.library.smu.edu.sg/context/sis_research/article/3365/viewcontent/AdaptiveEnsembleClassification_2010_afv.pdf
• Institution: Singapore Management University

Classification in P2P networks has become an important research problem in data mining due to the popularity of P2P computing environments. This is still an open difficult research problem due to a variety of challenges, such as non-i.i.d. data distribution, skewed or disjoint class distribution, sc...