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Data Mining: The Textbook Solutions Manual by Charu C. Aggarwal is a nonfiction available to read on EtoBox.

What is Data Mining: The Textbook Solutions Manual about?

Solutions Manual of Data Mining: The Textbook This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text, time series, discrete sequences, spatial data, graph data, and social networks. Until now, no single book has addressed all these topics in a comprehensive and integrated way. The chapters of this book fall into one of three categories: Fundamental chapters: Data mining has four main problems, which correspond to clustering, classification, association pattern mining, and outlier analysis. These chapters comprehensively discuss a wide variety of methods for these problems. Domain chapters: These chapters discuss the specific methods used for different domains of data such as text data, time-series data, sequence data, graph data, and spatial data. Application chapters: These chapters study important applications such as stream mining, Web mining, ranking, recommendations, social networks, and privacy preservation. The domain chapt

Who reads Data Mining: The Textbook Solutions Manual?

Author

Charu C. Aggarwal

Publisher

Springer International Publishing : Imprint : Springer

Published

2014

Language

EN

ISBN

9783319141411

Category

nonfiction

Subjects

Mathematics, Science, Computer Science