Sushmita Mitra, Sujay Datta, Theodore Perkins, George Michailidis

Introduction to Machine Learning and Bioinformatics (eBook, ePUB)

• Format: ePub

Produktbeschreibung

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 & Bio

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Produktdetails

• Verlag: Taylor & Francis eBooks
• Erscheinungstermin: 5. Juni 2008
• Englisch
• ISBN-13: 9781040170618
• Artikelnr.: 72584018

Autorenporträt

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

Inhaltsangabe

Introduction. The Biology of a Living Organism. Probabilistic and
Model-Based Learning. Classification Techniques. Unsupervised Learning
Techniques. Computational Intelligence in Bioinformatics. Connections.
Machine Learning in Structural Biology. Soft Computing in Biclustering.
Bayesian Methods for Tumor Classification. Modeling and Analysis of iTRAQ
Data. Mass Spectrometry Classification. Index.