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Artificial Intelligence in Bioinformatics

From Omics Analysis to Deep Learning and Network Mining

Mario Cannataro author Pietro Hiram Guzzi author Giuseppe Agapito author Chiara Zucco author Marianna Milano author

Format:Paperback

Publisher:Elsevier Science Publishing Co Inc

Published:18th May '22

Should be back in stock very soon

Artificial Intelligence in Bioinformatics cover

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.

ISBN: 9780128229521

Dimensions: unknown

Weight: 540g

268 pages