Computational Intelligence in Biomedicine and Bioinformatics

Current Trends and Applications

  • Tomasz G. Smolinski
  • Mariofanna G. Milanova
  • Aboul-Ella Hassanien

Part of the Studies in Computational Intelligence book series (SCI, volume 151)

Table of contents

  1. Front Matter
  2. Techniques and Methodologies

    1. Front Matter
      Pages 1-1
    2. Aboul-Ella Hassanien, Mariofanna G. Milanova, Tomasz G. Smolinski, Ajith Abraham
      Pages 3-47
    3. Ray R. Hashemi, Alexander A. Tyler, Azita A. Bahrami
      Pages 69-91
    4. Nikola Kasabov, Qun Song, Lubica Benuskova, Paulo Gottgtroy, Vishal Jain, Anju Verma et al.
      Pages 93-116
  3. Computational Intelligence in Biomedicine

    1. Front Matter
      Pages 117-117
    2. Samuel Neymotin, Daniel J. Uhlrich, Karen A. Manning, William W. Lytton
      Pages 119-140
    3. Frank-Michael Schleif, Thomas Villmann, Barbara Hammer, Martijn van der Werff, A. Deelder, R. Tollenaar
      Pages 141-167
    4. Andrzej Obuchowicz, Maciej Hrebień, Tomasz Nieczkowski, Andrzej Marciniak
      Pages 169-199
    5. Dongqing Chen, Aly A. Farag, M. Sabry Hassouna, Robert L. Falk, Gerald W. Dryden
      Pages 201-222
    6. Feng Chu, Wei Xie, Farideh Fazayeli, Lipo Wang
      Pages 223-235
    7. B. Haibe-Kains, C. Desmedt, S. Loi, M. Delorenzi, C. Sotiriou, G. Bontempi
      Pages 237-268
  4. Computational Intelligence in Bioinformatics

    1. Front Matter
      Pages 269-269
    2. Vitoantonio Bevilacqua, Filippo Menolascina, Roberto T. Alves, Stefania Tommasi, Giuseppe Mastronardi, Myriam Delgado et al.
      Pages 271-295
    3. Xiao-Min Hu, Jun Zhang, Yun Li
      Pages 317-336

About this book

Introduction

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.

Keywords

algorithms bioinformatics biomedicine computational intelligence data mining evolution evolutionary algorithm genetic algorithms informatics intelligence knowledge base linear optimization modeling ontology optimization

Editors and affiliations

  • Tomasz G. Smolinski
    • 1
  • Mariofanna G. Milanova
    • 2
  • Aboul-Ella Hassanien
    • 3
  1. 1.Department of BiologyEmory UniversityAtlantaUSA
  2. 2.Department of Computer ScienceUniversity of Arkansas at Little RockLittle RockUSA
  3. 3.Department of Quantitative Methods and Information Systems College of Business and AdministrationKuwait UniversitySafatKuwait

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-70778-3
  • Copyright Information Springer Berlin Heidelberg 2008
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-70776-9
  • Online ISBN 978-3-540-70778-3
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • About this book