Bioinformatics the machine learning approach
Title:
Bioinformatics the machine learning approach
Author:
Baldi, Pierre.
ISBN:
9780262255707
Personal Author:
Edition:
2nd ed.
Publication Information:
Cambridge, Mass. : MIT Press, c2001.
Physical Description:
1 online resource (xxi, 452 p.) : ill.
Series:
Adaptive computation and machine learning
Adaptive computation and machine learning.
General Note:
"A Bradford book."
Contents:
Introduction -- Machine-learning foundations : the probabilistic framework -- Probabilistic modeling and inference : examples -- Machine learning algorithms -- Neural networks : the theory -- Neural networks : applications -- Hidden Markov models: the theory -- Hidden Markov models: applications -- Probabilistic graphical models in bioinformatics -- Probabilistic models of evolution : phylogenitc trees -- Stochastic grammars and linguistics -- Microarrays and gene expression -- Internet resources and public databases.
Subject Term:
Genre:
Added Author:
Electronic Access:
EBSCOhost http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=78207