On Classifying Drifting Concepts in P2P Networks

On Classifying Drifting Concepts in P2P Networks

Concept drift is a common challenge for many real-world data mining and knowledge discovery applications. Most of the existing studies for concept drift are based on centralized settings, and are often hard to adapt in a distributed computing environment. In this paper, we investigate a new research...

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Bibliographic Details
Main Authors: ANG, Hock Hee, Gopalkrishnan, Vivekanand, NG, Wee Keong, HOI, Steven C. H.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2010
Subjects:
Concept drift
classification
peer-to-peer (P2P) networks
distributed classification
Computer Sciences
Databases and Information Systems
Online Access:https://ink.library.smu.edu.sg/sis_research/2362
http://dx.doi.org/10.1007/978-3-642-15880-3_8
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/2362
http://dx.doi.org/10.1007/978-3-642-15880-3_8

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