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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Vydané v:	Statistical analysis and data mining Ročník 1; číslo 2; s. 85 - 103
Hlavní autori:	Bhaduri, Kanishka, Wolff, Ran, Giannella, Chris, Kargupta, Hillol
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Hoboken Wiley Subscription Services, Inc., A Wiley Company 01.06.2008
Predmet:	data mining decision trees peer-to-peer
ISSN:	1932-1864, 1932-1872
On-line prístup:	Získať plný text
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