Mining of Massive Datasets

Mining of Massive Datasets

by Anand Rajaraman, Jeffrey David Ullman
     
 

Essential for students and practitioners alike, this book focuses on practical algorithms for mining data from even the largest datasets.See more details below

Overview

Essential for students and practitioners alike, this book focuses on practical algorithms for mining data from even the largest datasets.

Product Details

ISBN-13:
9781107015357
Publisher:
Cambridge University Press
Publication date:
10/31/2011
Edition description:
Older Edition
Pages:
326
Product dimensions:
7.00(w) x 9.80(h) x 0.80(d)

Table of Contents

1. Data mining; 2. Large-scale file systems and map-reduce; 3. Finding similar items; 4. Mining data streams; 5. Link analysis; 6. Frequent itemsets; 7. Clustering; 8. Advertising on the Web; 9. Recommendation systems; Index.

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