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Hidden Markov Models for Bioinformatics de T. Koski

Hidden Markov Models for Bioinformatics: Computational Biology, cartea 2

Autor T. Koski
en Limba Engleză Paperback – 30 noi 2001

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Paperback (1) 86100 lei  43-57 zile
  SPRINGER NETHERLANDS – 30 noi 2001 86100 lei  43-57 zile
Hardback (1) 86584 lei  43-57 zile
  SPRINGER NETHERLANDS – 30 noi 2001 86584 lei  43-57 zile

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Specificații

ISBN-13: 9781402001369
ISBN-10: 1402001363
Pagini: 412
Ilustrații: XVII, 391 p.
Dimensiuni: 160 x 240 x 22 mm
Greutate: 0.58 kg
Ediția:Softcover reprint of the original 1st ed. 2001
Editura: SPRINGER NETHERLANDS
Colecția Springer
Seria Computational Biology

Locul publicării:Dordrecht, Netherlands

Public țintă

Research

Cuprins

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.