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Bibliografische Details

Titel: Practical Graph Mining with R (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
Verlag: Chapman and Hall/CRC
Erscheinungsjahr: 2013
Sprache: Englisch
ISBN-10: 143986084X
ISBN-13: 9781439860847
Einband: Hardcover
Zustand: Very Good

�ber diesen Titel

Inhaltsangabe

Assuming no prior knowledge of mathematics or data mining, this self-contained book presents a "do-it-yourself" approach to extracting interesting patterns from graph data. Each chapter focuses on a graph mining task, such as link analysis, cluster analysis, and classification. Through many applications, the book demonstrates how computational techniques can help solve real-world problems. Every algorithm and example is accompanied with R code, allowing readers to see how the algorithmic techniques correspond to the process of graph data analysis and to use the graph mining techniques in practice.

�ber die Autorin bzw. den Autor

Nagiza F. Samatova is an associate professor of computer science at North Carolina State University and a senior research scientist at Oak Ridge National Laboratory.

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