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Applied Biclustering Methods for Big and High Dimensional Data Using R

Applied Biclustering Methods for Big and High Dimensional Data Using R

by Sepp Hochreiter, Ziv Shkedy,  Willem Talloen and others
Hardback
Publication Date: 25/08/2016
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Proven Methods for Big Data Analysis

As big data has become standard in many application areas, challenges have arisen related to methodology and software development, including how to discover meaningful patterns in the vast amounts of data. Addressing these problems, Applied Biclustering Methods for Big and High-Dimensional Data Using R shows how to apply biclustering methods to find local patterns in a big data matrix.

The book presents an overview of data analysis using biclustering methods from a practical point of view. Real case studies in drug discovery, genetics, marketing research, biology, toxicity, and sports illustrate the use of several biclustering methods. References to technical details of the methods are provided for readers who wish to investigate the full theoretical background. All the methods are accompanied with R examples that show how to conduct the analyses. The examples, software, and other materials are available on a supplementary website.

ISBN:
9781482208238
9781482208238
Category:
Biology
Format:
Hardback
Publication Date:
25-08-2016
Language:
English
Publisher:
CRC Press LLC
Country of origin:
United States
Dimensions (mm):
241x164x28mm
Weight:
0.88kg

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You can find this item in:

Mathematics Parallel processing Set theory Probability & statistics Economic statistics Biology
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