Introduction to Machine Learning and Bioinformatics - Couverture souple

Mitra, Sushmita

Couverture souple

ISBN 10 : 0367387239 ISBN 13 : 9780367387235

Editeur : Routledge, 2019

Synopsis

Examining the connections between these two increasingly intertwined areas, this text presents a unifying, thorough, and accessible introduction to the basic ideas and latest developments in machine learning and bioinformatics. It describes the major problems in bioinformatics and the concepts and algorithms of machine learning. The authors demonstrate the capabilities of key machine learning techniques, such as hidden Markov models and artificial neural networks, and apply state-of-the-art techniques to bioinformatics problems in structural biology, cancer treatment, and proteomics. They also include exercises at the end of some chapters and offer instructional materials on their website.

A propos du livre

À propos de l?auteur

Mitra, Sushmita; Datta, Sujay; Perkins, Theodore; Michailidis, George

Détails de l'édition

• Éditeur: Routledge
• Date d'édition: 2019
• ISBN 10: 0367387239
• ISBN 13: 9780367387235
• Reliure: Broché
• Langue: anglais
• Nombre de pages: 384
• Coordonnées du fabricant: non disponible