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

DOI10.1002/sam.10006OpenAlexW3083262350MaRDI QIDQ4969623

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Publication date: 14 October 2020

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/sam.10006

zbMATH Keywords

data miningdecision treespeer-to-peer

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Related Items (3)

A communication efficient probabilistic algorithm for mining frequent itemsets from a peer‐to‐peer network ⋮ Scalable, asynchronous, distributed eigen monitoring of astronomy data streams ⋮ Unnamed Item

Uses Software

• C4.5

Cites Work

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• Unnamed Item
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• Bagging predictors
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• Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors)
• An introduction to variational methods for graphical models
• A communication efficient probabilistic algorithm for mining frequent itemsets from a peer‐to‐peer network
• Veracity radius
• A Framework for Learning from Distributed Data Using Sufficient Statistics and Its Application to Learning Decision Trees
• A Local Algorithm for Ad Hoc Majority Voting via Charge Fusion
• Distributed multivariate regression using wavelet-based collective data mining

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