Introduction to Machine Learning and Bioinformatics - Rilegato

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

Rilegato

ISBN 10: 158488682X ISBN 13: 9781584886822

Casa editrice: Chapman and Hall/CRC, 2008

Riassunto

Lucidly Integrates Current Activities

Focusing on both fundamentals and recent advances, Introduction to Machine Learning and Bioinformatics presents an informative and accessible account of the ways in which these two increasingly intertwined areas relate to each other.

Examines Connections between Machine Learning & Bioinformatics

The book begins with a brief historical overview of the technological developments in biology. It then describes the main problems in bioinformatics and the fundamental concepts and algorithms of machine learning. After forming this foundation, the authors explore how machine learning techniques apply to bioinformatics problems, such as electron density map interpretation, biclustering, DNA sequence analysis, and tumor classification. They also include exercises at the end of some chapters and offer supplementary materials on their website.

Explores How Machine Learning Techniques Can Help Solve Bioinformatics Problems

Shedding light on aspects of both machine learning and bioinformatics, this text shows how the innovative tools and techniques of machine learning help extract knowledge from the deluge of information produced by today’s biological experiments.

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Informazioni sull?autore

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

Dettagli dell?edizione

• Editore: Chapman and Hall/CRC
• Data di pubblicazione: 2008
• ISBN 10: 158488682X
• ISBN 13: 9781584886822
• Rilegatura: Copertina rigida
• Lingua: Inglese
• Numero edizione: 1
• Numero di pagine: 384
• Contatto del produttore: non disponibile