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Applied Biclustering Methods for Big and High-Dimensional Data Using R
Engelsk
Bogcover for Applied Biclustering Methods for Big and High-Dimensional Data Using R af , 9780367736859
Specifikationer
Sprog:
Engelsk
Sider:
428
ISBN-13:
9780367736859
Indbinding:
Paperback
ISBN-10:
0367736853
Udg. Dato:
18 dec 2020
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
18 dec 2020

Applied Biclustering Methods for Big and High-Dimensional Data Using R

Engelsk
Paperback 2020
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
428
ISBN-13:
9780367736859
Indbinding:
Paperback
ISBN-10:
0367736853
Udg. Dato:
18 dec 2020
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
18 dec 2020
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