Bioinformatics the machine learning approach

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Bibliographic Details
Main Author: Baldi, Pierre.
Other Authors: Brunak, Søren.
Format: eBook
Language: English
Published: Cambridge, Mass. : MIT Press, ©2001.
Edition: 2nd ed.
Series: Adaptive computation and machine learning.
Subjects:
Bioinformatics.
Molecular biology > Computer simulation.
Molecular biology > Mathematical models.
Neural networks (Computer science)
Machine learning.
Markov processes.
elektronické knihy
electronic books
ISBN: 9780262255707
Physical Description: 1 online zdroj (xxi, 452 pages) : illustrations.

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Table of contents

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100 1 |a Baldi, Pierre. 
245 1 0 |a Bioinformatics  |h [elektronický zdroj] :  |b the machine learning approach /  |c Pierre Baldi, Søren Brunak. 
250 |a 2nd ed. 
260 |a Cambridge, Mass. :  |b MIT Press,  |c ©2001. 
300 |a 1 online zdroj (xxi, 452 pages) :  |b illustrations. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Adaptive computation and machine learning 
500 |a "A Bradford book." 
504 |a Includes bibliographical references (pages 409-445). 
505 0 |a 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. 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Bioinformatics. 
650 0 |a Molecular biology  |x Computer simulation. 
650 0 |a Molecular biology  |x Mathematical models. 
650 0 |a Neural networks (Computer science) 
650 0 |a Machine learning. 
650 0 |a Markov processes. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Brunak, Søren. 
776 0 8 |i Print version:  |a Baldi, Pierre.  |t Bioinformatics.  |b 2nd ed.  |d Cambridge, Mass. : MIT Press, ©2001  |z 026202506X  |w (DLC) 2001030210  |w (OCoLC)45951728 
830 0 |a Adaptive computation and machine learning. 
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