Neural Networks and Genome Informatics ( Volume 1 )

Publication series ：Volume 1

Author： Wu   C. H.;McLarty   J. W.  

Publisher： Elsevier Science‎

Publication year： 2012

E-ISBN: 9780080537375

P-ISBN(Paperback): 9780080428000

P-ISBN(Hardback):  9780080428000

Subject： Q343.2 chromosome genetics theory (chromosome)

Language： ENG

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Description

This book is a comprehensive reference in the field of neural networks and genome informatics. The tutorial of neural network foundations introduces basic neural network technology and terminology. This is followed by an in-depth discussion of special system designs for building neural networks for genome informatics, and broad reviews and evaluations of current state-of-the-art methods in the field. This book concludes with a description of open research problems and future research directions.

Chapter

Front Cover

pp.：  1 – 4

Neural Networks and Genome Informatics

pp.：  4 – 5

Copyright Page

pp.：  5 – 10

Dedication

pp.：  6 – 8

Preface

pp.：  8 – 8

Acknowledgements

pp.：  8 – 14

Table of Contents

pp.：  10 – 6

Part I: Overview

pp.：  14 – 30

Part II: Neural Network Foundations

pp.：  30 – 78

Part III: Genome Informatics Applications

pp.：  78 – 156

Part IV: Open Problems and Future Directions

pp.：  156 – 174

Glossary

pp.：  174 – 206

Author Index

pp.：  206 – 214

Subject Index

pp.：  214 – 219

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