Artificial Intelligence in Bioinformatics : From Omics Analysis to Deep Learning and Network Mining
Book Details
Format
Paperback / Softback
ISBN-10
0128229527
ISBN-13
9780128229521
Publisher
Elsevier Science Publishing Co Inc
Imprint
Elsevier Science Publishing Co Inc
Country of Manufacture
NL
Country of Publication
GB
Publication Date
May 18th, 2022
Print length
268 Pages
Weight
548 grams
Dimensions
18.90 x 23.40 x 1.80 cms
Product Classification:
Medical bioinformatics
Ksh 13,500.00
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Artificial Intelligence in Bioinformatics: From Omics Analysis to Deep Learning and Network Mining reviews the main applications of the topic, from omics analysis to deep learning and network mining. The book includes a rigorous introduction on bioinformatics, also reviewing how methods are incorporated in tasks and processes. In addition, it presents methods and theory, including content for emergent fields such as Sentiment Analysis and Network Alignment. Other sections survey how Artificial Intelligence is exploited in bioinformatics applications, including sequence analysis, structure analysis, functional analysis, protein classification, omics analysis, biomarker discovery, integrative bioinformatics, protein interaction analysis, metabolic networks analysis, and much more.
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