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Hidden Markov processestheory and ap...

Vidyasagar, M.

Hidden Markov processestheory and applications to biology /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Hidden Markov processesVidyasagar, M.
其他題名:	theory and applications to biology /
作者:	Vidyasagar, M.
出版者:	Princeton, New Jersey :Princeton University Press,2014.
面頁冊數:	1 online resource (303 p.)
標題:	Computational biology.
電子資源:	click for full text
ISBN:	0691133158

Hidden Markov processestheory and applications to biology /
Vidyasagar, M.

Hidden Markov processestheory and applications to biology /[electronic resource] :Vidyasagar, M. - Princeton, New Jersey :Princeton University Press,2014. - 1 online resource (303 p.)

Hidden Markov processes : theory and applications to biology -- Dedication -- Contents -- Preface -- Part 1: Preliminaries -- Chapter 1: Introduction to Probability and Random Variables -- Chapter 2: Introduction to Information Theory -- Chapter 3: Nonnegative Matrices -- Part 2: Hidden Markov Processes -- Chapter 4: Markov Processes -- Chapter 5: Introduction to Large Deviation Theory -- Chapter 6: Hidden Markov Processes: Basic Properties -- Chapter 7: Hidden Markov Processes: The Complete Realization Problem -- Part 3: Applications To Biology -- Chapter 8: Some Applications to Computational Biology -- Chapter 9: BLAST Theory -- Bibliography -- Index.

ISBN: 0691133158Subjects--Topical Terms:

210438
Computational biology.

LC Class. No.: QH324.2

Dewey Class. No.: 570.285

Hidden Markov processestheory and applications to biology /
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