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Applications of computational intelligence in biology : current trends and open problems

Author: Tomasz G Smolinski; Mariofanna G Milanova; Aboul Ella Hassanien
Publisher: Berlin : Springer, ©2008.
Series: Studies in computational intelligence, v. 122.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"The purpose of this book is to provide a medium for an exchange of expertise and concerns. In order to achieve the goal, the editors have solicited contributions from both computational intelligence as well as biology researchers. They have collected contributions from the CI community describing powerful new methodologies that could, or currently are, utilized for biology-oriented applications. On the other hand,  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Tomasz G Smolinski; Mariofanna G Milanova; Aboul Ella Hassanien
ISBN: 9783540785330 3540785337
OCLC Number: 221217842
Description: xxvi, 428 pages : illustrations (some color) ; 24 cm.
Contents: Pt. I. Techniques and Methodologies --
1. Statistically Based Pattern Discovery Techniques for Biological Data Analysis / Andrew Hamilton-Wright and Daniel W. Stashuk --
2. Rough Sets In Data Analysis: Foundations and Applications / Lech Polkowski and Piotr Artiemjew --
3. Evolving Solutions: The Genetic Algorithm and Evolution Strategies for Finding Optimal Parameters / Thomas McTavish and Diego Restrepo --
4. An Introduction to Multi-Objective Evolutionary Algorithms and Some of Their Potential Uses in Biology / Antonio Lopez Jaimes and Carlos A. Coello Coello --
Pt. II. Current Trends --
5. Local Classifiers as a Method of Analysing and Classifying Signals / Wit Jakuczun --
6. Using Neural Models for Evaluation of Biological Activity of Selected Chemical Compounds / Ryszard Tadeusiewicz --
7. Using Machine Vision to Detect Distinctive Behavioral Phenotypes of Thread-shape Microscopic Organism / Bai-Tao Zhou and Joong-Hwan Baek --
8. Contour Matching for Fish Species Recognition and Migration Monitoring / Dah-Jye Lee, James K. Archibald, Robert B. Schoenberger, Aaron W. Dennis and Dennis K. Shiozawa --
9. Using Random Forests to Provide Predicted Species Distribution Maps as a Metric for Ecological Inventory & Monitoring Programs / Dawn R. Magness, Falk Huettmann and John M. Morton --
10. Visualization and Interactive Exploration of Large, Multidimensional Data Sets / John T. Langton, Elizabeth A. Gifford and Timothy J. Hickey --
Pt. III. Open Problems --
11. Phylogenomics, Protein Family Evolution, and the Tree of Life: An Integrated Approach between Molecular Evolution and Computational Intelligence / Laila A. Nahum and Sergio L. Pereira --
12. Computational Aspects of Aggregation in Biological Systems / Vladik Kreinovich and Max Shpak --
13. Conceptual Biology Research Supporting Platform: Current Design and Future Directions / Ying Xie, Jayasimha Katukuri, Vijay V. Raghavan and Tony Presti --
14. Computational Intelligence in Electrophysiology: Trends and Open Problems / Cengiz Gunay, Tomasz G. Smolinski, William W. Lytton, Thomas M. Morse, Padraig Gleeson, Sharon Crook, Volker Steuber, Angus Silver, Horatiu Voicu, Peter Andrews, Hemant Bokil, Hiren Maniar, Catherine Loader, Samar Mehta, David Kleinfeld, David Thomson, Partha P. Mitra, Gloster Aaron and Jean-Marc Fellous --
Pt. IV. Cognitive Biology --
15. Using Broad Cognitive Models to Apply Computational Intelligence to Animal Cognition / Stan Franklin and Michael H. Ferkin --
16. Epistemic Constraints on Autonomous Symbolic Representation in Natural and Artificial Agents / David Windridge and Josef Kittler.
Series Title: Studies in computational intelligence, v. 122.
Responsibility: Tomasz G. Smolinski, Mariofanna G. Milanova, Aboul-Ella Hassanien (eds.).
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Abstract:

This book presents current applications of Computational Intelligence in Biology. It provides a medium for an exchange of expertise and concerns. The editors have solicited contributions from both  Read more...

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