Pattern Recognition in Computational Molecular Biology: Techniques and Approaches

Mourad Elloumi; Costas S. Iliopoulos; Jason T L Wang; Albert Y. Zomaya

doi:10.1002/9781119078845

Pattern Recognition in Computational Molecular Biology: Techniques and Approaches

Mourad Elloumi^*, Costas S. Iliopoulos, Jason T L Wang, Albert Y. Zomaya

^*Corresponding author for this work

Informatics

Research output: Book/Report › Book › peer-review

3 Citations (Scopus)

Abstract

A comprehensive overview of high-performance pattern recognition techniques and approaches to Computational Molecular Biology This book surveys the developments of techniques and approaches on pattern recognition related to Computational Molecular Biology. Providing a broad coverage of the field, the authors cover fundamental and technical information on these techniques and approaches, as well as discussing their related problems. The text consists of twenty nine chapters, organized into seven parts: Pattern Recognition in Sequences, Pattern Recognition in Secondary Structures, Pattern Recognition in Tertiary Structures, Pattern Recognition in Quaternary Structures, Pattern Recognition in Microarrays, Pattern Recognition in Phylogenetic Trees, and Pattern Recognition in Biological Networks. Surveys the development of techniques and approaches on pattern recognition in biomolecular data Discusses pattern recognition in primary, secondary, tertiary and quaternary structures, as well as microarrays, phylogenetic trees and biological networks Includes case studies and examples to further illustrate the concepts discussed in the book.

Original language	English
Publisher	Wiley
Number of pages	624
ISBN (Print)	9781119078845, 9781118893685
DOIs	https://doi.org/10.1002/9781119078845
Publication status	Published - 28 Dec 2015

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title = "Pattern Recognition in Computational Molecular Biology: Techniques and Approaches",

abstract = "A comprehensive overview of high-performance pattern recognition techniques and approaches to Computational Molecular Biology This book surveys the developments of techniques and approaches on pattern recognition related to Computational Molecular Biology. Providing a broad coverage of the field, the authors cover fundamental and technical information on these techniques and approaches, as well as discussing their related problems. The text consists of twenty nine chapters, organized into seven parts: Pattern Recognition in Sequences, Pattern Recognition in Secondary Structures, Pattern Recognition in Tertiary Structures, Pattern Recognition in Quaternary Structures, Pattern Recognition in Microarrays, Pattern Recognition in Phylogenetic Trees, and Pattern Recognition in Biological Networks. Surveys the development of techniques and approaches on pattern recognition in biomolecular data Discusses pattern recognition in primary, secondary, tertiary and quaternary structures, as well as microarrays, phylogenetic trees and biological networks Includes case studies and examples to further illustrate the concepts discussed in the book.",

author = "Mourad Elloumi and Iliopoulos, {Costas S.} and Wang, {Jason T L} and Zomaya, {Albert Y.}",

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AU - Zomaya, Albert Y.

PY - 2015/12/28

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AB - A comprehensive overview of high-performance pattern recognition techniques and approaches to Computational Molecular Biology This book surveys the developments of techniques and approaches on pattern recognition related to Computational Molecular Biology. Providing a broad coverage of the field, the authors cover fundamental and technical information on these techniques and approaches, as well as discussing their related problems. The text consists of twenty nine chapters, organized into seven parts: Pattern Recognition in Sequences, Pattern Recognition in Secondary Structures, Pattern Recognition in Tertiary Structures, Pattern Recognition in Quaternary Structures, Pattern Recognition in Microarrays, Pattern Recognition in Phylogenetic Trees, and Pattern Recognition in Biological Networks. Surveys the development of techniques and approaches on pattern recognition in biomolecular data Discusses pattern recognition in primary, secondary, tertiary and quaternary structures, as well as microarrays, phylogenetic trees and biological networks Includes case studies and examples to further illustrate the concepts discussed in the book.

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Pattern Recognition in Computational Molecular Biology: Techniques and Approaches

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