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Artificial Intelligence in Bioinformatics : From Omics Analysis to Deep Learning and Network Mining

By: (Author) Chiara Zucco , (Author) Giuseppe Agapito , (Author) Marianna Milano , (Author) PhD. Cannataro Mario , (Author) Pietro Hiram Guzzi

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Ksh 13,500.00

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 (height x width x thickness): 18.90 x 23.40 x 1.80 cms

Product Classification: Medical bioinformatics

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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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