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Association Analysis Techniques and Applications in Bioinformatics

Association Analysis Techniques and Applications in Bioinformatics

Paperback

DatabasesGeneral ComputersProbability & Statistics

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ISBN10: 9819982537
ISBN13: 9789819982530
Publisher: Springer
Published: Apr 27 2025
Pages: 388
Language: English
Advances in experimental technologies have given rise to tremendous amounts of biology data. This not only offers valuable sources of data to help understand biological evolution and functional mechanisms, but also poses challenges for accurate and effective data analysis.

This book offers an essential introduction to the theoretical and practical aspects of association analysis, including data pre-processing, data mining methods/algorithms, and tools that are widely applied for computational biology. It covers significant recent advances in the field, both foundational and application-oriented, helping readers understand the basic principles and emerging techniques used to discover interesting association patterns in diverse and heterogeneous biology data, such as structure-function correlations, and complex networks with gene/protein regulation.

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