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

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

Ksh 13,130.00
Format :

Format(s): DRM PDF DRM EPUB

ISBN-13: 9780128229293

Publisher: Elsevier Science

Imprint: Elsevier

Publication Date: May 12th, 2022

Country of Publication: US

Language: English

Pages: 268

Physical Edition EAN: 9780128229521

Category: Medical bioinformatics , Computer science

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  • Author Bio

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. Bridges the gap between computer science and bioinformatics, combining an introduction to Artificial Intelligence methods with a systematic review of its applications in the life sciences Brings readers up-to-speed on current trends and methods in a dynamic and growing field Provides academic teachers with a complete resource, covering fundamental concepts as well as applications

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