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Hidden Markov Models for Bioinformatics - T. Koski
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T. Koski:

Hidden Markov Models for Bioinformatics - new book

ISBN: 9781402001352

[ED: Buch], [PU: Springer Netherlands], Neuware - This text is based on a set of not es produced for courses given for gradu ate students in mathematics, computer science and biochemistry… More...

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Hidden Markov Models for Bioinformatics - Koski, T.
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Koski, T.:

Hidden Markov Models for Bioinformatics - hardcover

2007, ISBN: 9781402001352

[ED: Hardcover], [PU: Springer / Springer Netherlands], This text is based on a set of not es produced for courses given for gradu ate students in mathematics, computer science and bioche… More...

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Koski, T.:
Hidden Markov Models for Bioinformatics (Computational Biology, 2) - hardcover

2001

ISBN: 9781402001352

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Koski, T:
Hidden Markov Models for Bioinformatics (Computational Biology, 2) - hardcover

2001, ISBN: 9781402001352

Springer, 2001-11-30. Hardcover. New. New. In shrink wrap. Looks like an interesting title!, Springer, 2001-11-30, 6

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Koski, T.:
HIDDEN MARKOV MODELS FOR BIOINFO - hardcover

2001, ISBN: 1402001355

[EAN: 9781402001352], New book, [PU: Springer], New. In shrink wrap. Looks like an interesting title!, Books

NEW BOOK. Shipping costs: EUR 5.95 BennettBooksLtd, LOS ANGELES, CA, U.S.A. [52101753] [Rating: 4 (of 5)]

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Details of the book
Hidden Markov Models for Bioinformatics

The purpose of this book is to give a thorough and systematic introduction to probabilistic modeling in bioinformatics. The book contains a mathematically strict and extensive presentation of the kind of probabilistic models that have turned out to be useful in genome analysis. Questions of parametric inference, selection between model families, and various architectures are treated. Several examples are given of known architectures (e.g., profile HMM) used in genome analysis. Audience: This book will be of interest to advanced undergraduate and graduate students with a fairly limited background in probability theory, but otherwise well trained in mathematics and already familiar with at least some of the techniques of algorithmic sequence analysis.

Details of the book - Hidden Markov Models for Bioinformatics


EAN (ISBN-13): 9781402001352
ISBN (ISBN-10): 1402001355
Hardcover
Publishing year: 2001
Publisher: Springer-Verlag New York Inc.
416 Pages
Weight: 0,783 kg
Language: eng/Englisch

Book in our database since 2007-04-30T05:11:25-04:00 (New York)
Detail page last modified on 2023-07-17T21:08:10-04:00 (New York)
ISBN/EAN: 9781402001352

ISBN - alternate spelling:
1-4020-0135-5, 978-1-4020-0135-2
Alternate spelling and related search-keywords:
Book author: koski
Book title: hidden markov models for bioinformatics


Information from Publisher

Author: T. Koski
Title: Computational Biology; Hidden Markov Models for Bioinformatics
Publisher: Springer; Springer Netherland
391 Pages
Publishing year: 2001-11-30
Dordrecht; NL
Language: English
149,79 € (DE)
153,99 € (AT)
165,50 CHF (CH)
Available
XVII, 391 p.

BB; Hardcover, Softcover / Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik; Wahrscheinlichkeitsrechnung und Statistik; Verstehen; CON_D023; Statistics; Mathematical and Computational Biology; Artificial Intelligence; Animal Anatomy; DV-gestützte Biologie/Bioinformatik; Künstliche Intelligenz; Zoologie und Tierwissenschaften; BC

1 Prerequisites in probability calculus.- 2 Information and the Kullback Distance.- 3 Probabilistic Models and Learning.- 4 EM Algorithm.- 5 Alignment and Scoring.- 6 Mixture Models and Profiles.- 7 Markov Chains.- 8 Learning of Markov Chains.- 9 Markovian Models for DNA sequences.- 10 Hidden Markov Models an Overview.- 11 HMM for DNA Sequences.- 12 Left to Right HMM for Sequences.- 13 Derin’s Algorithm.- 14 Forward—Backward Algorithm.- 15 Baum—Welch Learning Algorithm.- 16 Limit Points of Baum-Welch.- 17 Asymptotics of Learning.- 18 Full Probabilistic HMM.

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9781402001369 Hidden Markov Models for Bioinformatics (Timo Koski)


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