Książka Machine-Learning Based Sequence Analysis, Bioinformatics & Nanopore Transduction Detection Stephen Winters-Hilt

Machine-Learning Based Sequence Analysis, Bioinformatics & Nanopore Transduction Detection

Język: Angielski
Oprawa: Twarda
Wydawca: Lulu.com
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-18 dni
429.72
This is intended to be a simple and accessible book on machine learning methods and their applicatio...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2011
strony
434
EAN
9781257645251
ISBN
9781257645251
Enbook ID
08145987
Wydawca
Waga
792
Wymiary
236 x 162 x 35

Pełny opis

This is intended to be a simple and accessible book on machine learning methods and their application in computational genomics and nanopore transduction detection. This book has arisen from eight years of teaching one-semester courses on various machine-learning, cheminformatics, and bioinformatics topics. The book begins with a description of ad hoc signal acquisition methods and how to orient on signal processing problems with the standard tools from information theory and signal analysis. A general stochastic sequential analysis (SSA) signal processing architecture is then described that implements Hidden Markov Model (HMM) methods. Methods are then shown for classification and clustering using generalized Support Vector Machines, for use with the SSA Protocol, or independent of that approach. Optimization metaheuristics are used for tuning over algorithmic parameters throughout. Hardware implementations and short code examples of the various methods are also described.

Możesz być zainteresowany

How to Fake Romance

Martin Vanwoudenberg
88.88

The Camel's Back

Francis Scott Fitzgerald
133.86

FELINE ENDOCRINOLOGY

EDWARD FELDMAN
757.23
40.59

Marked

Bonnie Lamer
61.03
101.14

Kavanagh Country

P. J. Browne
153.81
77.49

Free Rangers

Joseph A. Altsheler
105.04

Metatheology

Paul Kuk Won Chang
69.31

Vermont Maple...

Tracy Lamphere
120.13

Two Festivals

Eliza Lee Follen
62.20

Alumni Oxonienses

Joseph Foster
115.55
122.56
108.93

Klienci, którzy kupili tę książkę, kupili również

Guide de Paris Mystérieux

François Carradec
103.68

Paganino Gaudenzi

Giuseppe Godenzi

Pájaros

DOMINGO ALVARO
21.90

Shaman King. Tom 21

Hiroyuki Takei
26.47

Manager international

Jacques Maisonrouge
76.61
63.86

Krytäzien

Melanie Thierig
63.08
74.08

Hubové kráľovstvo

Radomír Socha
44.48