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Studies in Computational Intelligence

Computational Intelligence in Biomedicine and Bioinformatics

Current Trends and Applications

Editors: Smolinski, Tomasz G., Milanova, Mariofanna G, Hassanien, Aboul-Ella (Eds.)

  • Contains recent research and applications of Computational Intelligence in Biomedicine and Bioinformatics

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eBook $189.00
price for USA (gross)
  • ISBN 978-3-540-70778-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.00
price for USA
  • ISBN 978-3-540-70776-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.00
price for USA
  • ISBN 978-3-642-08969-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

The purpose of this book is to provide an overview of powerful state-of-the-art methodologies that are currently utilized for biomedicine and/ or bioinformatics-oriented applications, so that researchers working in those fields could learn of new methods to help them tackle their problems. On the other hand, the CI community will find this book useful by discovering a new and intriguing area of applications. In order to help fill the gap between the scientists on both sides of this spectrum, the editors have solicited contributions from researchers actively applying computational intelligence techniques to important problems in biomedicine and bioinformatics.

The book is divided into three major parts. Part I, Techniques and Methodologies, contains a selection of contributions that provide a review of several theories and methods that could be (or to some extent already are) of great benefit to practitioners in the fields of biomedicine and bioinformatics dealing with problems of data exploration and mining, search-space exploration, optimization, etc. Part II of this book, Computational Intelligence in Biomedicine, contains a collection of contributions on current state-of-the-art biomedical applications of CI in clinical oncology, neurology, pathology, and proteomics. Part II, Computational Intelligence in Biomedicine, contains a collection of chapters treating on applications of CI methods to solving bioinformatics problems including protein structure and function prediction, protein folding, finding ribosomal RNA genes, and microarray analysis.

Table of contents (17 chapters)

  • Computational Intelligence in Solving Bioinformatics Problems: Reviews, Perspectives, and Challenges

    Hassanien, Aboul-Ella (et al.)

    Pages 3-47

  • Data Mining and Genetic Algorithms: Finding Hidden Meaning in Biological and Biomedical Data

    Taylor, Christopher M. (et al.)

    Pages 49-68

  • The Use of Rough Sets as a Data Mining Tool for Experimental Bio-data

    Hashemi, Ray R. (et al.)

    Pages 69-91

  • Integrating Local and Personalised Modelling with Global Ontology Knowledge Bases for Biomedical and Bioinformatics Decision Support

    Kasabov, Nikola (et al.)

    Pages 93-116

  • Data-Mining of Time-Domain Features from Neural Extracellular Field Data

    Neymotin, Samuel (et al.)

    Pages 119-140

Buy this book

eBook $189.00
price for USA (gross)
  • ISBN 978-3-540-70778-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $249.00
price for USA
  • ISBN 978-3-540-70776-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $249.00
price for USA
  • ISBN 978-3-642-08969-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Computational Intelligence in Biomedicine and Bioinformatics
Book Subtitle
Current Trends and Applications
Editors
  • Tomasz G. Smolinski
  • Mariofanna G Milanova
  • Aboul-Ella Hassanien
Series Title
Studies in Computational Intelligence
Series Volume
151
Copyright
2008
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-70778-3
DOI
10.1007/978-3-540-70778-3
Hardcover ISBN
978-3-540-70776-9
Softcover ISBN
978-3-642-08969-5
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XXIV, 432
Topics