Pattern Discovery in Bioinformatics: Theory & Algorithms

Parida, Laxmi

ISBN 10: 0367388898 / ISBN 13: 9780367388898

Published by Chapman and Hall/CRC, 2019

About this Item

pp. 526.

Seller Inventory # 385737469

Bibliographic Details

• Title: Pattern Discovery in Bioinformatics: Theory & Algorithms
• Publisher: Chapman and Hall/CRC
• Publication Date: 2019
• Language: English
• ISBN 10: 0367388898
• ISBN 13: 9780367388898
• Binding: Soft cover
• Condition: New

About this title

Synopsis

The computational methods of bioinformatics are being used more and more to process the large volume of current biological data. Promoting an understanding of the underlying biology that produces this data, Pattern Discovery in Bioinformatics: Theory and Algorithms provides the tools to study regularities in biological data. Taking a systematic approach to pattern discovery, the book supplies sound mathematical definitions and efficient algorithms to explain vital information about biological data. It explores various data patterns, including strings, clusters, permutations, topology, partial orders, and boolean expressions. Each of these classes captures a different form of regularity in the data, providing possible answers to a wide range of questions. The book also reviews basic statistics, including probability, information theory, and the central limit theorem. This self-contained book provides a solid foundation in computational methods, enabling the solution of difficult biological questions.

About the Author

Laxmi Parida