Individual and Collective Graph Mining: Principles, Algorithms, and Applications - Synthesis Lectures on Data Mining and Knowledge Discovery - Danai Koutra - Books - Morgan & Claypool Publishers - 9781681730394 - October 26, 2017
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Danai Koutra
Individual and Collective Graph Mining: Principles, Algorithms, and Applications - Synthesis Lectures on Data Mining and Knowledge Discovery

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Presents scalable, principled discovery algorithms that combine globality with locality to make sense of one or more graphs. In addition to fast algorithmic methodologies, the book also contribute graph-theoretical ideas and models, and real-world applications in two main areas - Individual Graph Mining and Collective Graph Mining.

206 pages

Media Books     Paperback Book   (Book with soft cover and glued back)
Released October 26, 2017
ISBN13 9781681730394
Publishers Morgan & Claypool Publishers
Pages 206
Dimensions 150 × 220 × 10 mm   ·   367 g
Language English  
Series Editor Gehrke, Johannes
Series Editor Getoor, Lise
Series Editor Han, Jiawei
Series Editor Wang, Wei

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