Distributed Decision-Tree Induction in Peer-to-Peer Systems

This paper offers a scalable and robust distributed algorithm for decision‐tree induction in large peer‐to‐peer (P2P) environments. Computing a decision tree in such large distributed systems using standard centralized algorithms can be very communication‐expensive and impractical because of the syn...

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Veröffentlicht in:	Statistical analysis and data mining Jg. 1; H. 2; S. 85 - 103
Hauptverfasser:	Bhaduri, Kanishka, Wolff, Ran, Giannella, Chris, Kargupta, Hillol
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Hoboken Wiley Subscription Services, Inc., A Wiley Company 01.06.2008
Schlagworte:	data mining decision trees peer-to-peer
ISSN:	1932-1864, 1932-1872
Online-Zugang:	Volltext
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