Artificial Intelligence in Bioinformatics

From Omics Analysis to Deep Learning and Network Mining

von Pietro Hiram Guzzi, Giuseppe Agapito, Marianna Milano, Chiara Zucco, Mario Cannataro

268 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Themen: Mathematik und Naturwissenschaften Biologie, Biowissenschaften Biowissenschaften, allgemein DV-gestützte Biologie/Bioinformatik
• ISBN: 9780128229521
• Sprache: Englisch
• Erscheinungsdatum: 18.05.2022
• Größe: 189 x 234 mm
• Verlag: Elsevier Science