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Computational intelligence in bioinformatics

Author: Gary Fogel; David W Corne; Yi Pan
Publisher: New York : Wiley-IEEE ; Chichester : John Wiley [distributor], ©2008.
Series: IEEE series on computational intelligence.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
This title highlights the importance of computational intelligence methods over a diverse range of bioinformatics problems. It encourages others to use these methods and approaches, while also serving as an introduction to computational intelligence methods and applications to the consumers of the research.
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Document Type: Book
All Authors / Contributors: Gary Fogel; David W Corne; Yi Pan
ISBN: 9780470105269 0470105267
OCLC Number: 191889945
Description: xix, 355 pages : illustrations ; 25 cm.
Contents: pt. 1. Gene Expression Analysis and Systems Biology --
1. Hybrid of Neural Classifier and Swarm Intelligence in Multiclass Cancer Diagnosis with Gene Expression Signatures / Rui Xu, Georgios C. Anagnostopoulos and Donald C. Wunsch II --
2. Classifying Gene Expression Profiles with Evolutionary Computation / Jin-Hyuk Hong and Sung-Bae Cho --
3. Finding Clusters in Gene Expression Data Using EvoCluster / Patrick C.H. Ma, Keith C.C. Chan and Xin Yao --
4. Gene Networks and Evolutionary Computation / Jennifer Hallinan --
pt. 2. Sequence Analysis and Feature Detection --
5. Fuzzy-Granular Methods for Identifying Marker Genes from Microarray Expression Data / Yuanchen He, Yuchun Tang, Yan-Qing Zhang and Rajshekhar Sunderraman --
6. Evolutionary Feature Selection for Bioinformatics / Laetitia Jourdan, Clarisse Dhaenens and El-Ghazali Talbi --
7. Fuzzy Approaches for the Analysis CpG Island Methylation Patterns / Ozy Sjahputera, Mihail Popescu, James M. Keller and Charles W. Caldwell --
pt. 3. Molecular Structure and Phylogenetics --
8. Protein-Ligand Docking with Evolutionary Algorithms / Rene Thomsen --
9. RNA Secondary Structure Prediction Employing Evolutionary Algorithms / Kay C. Wiese, Alain A. Deschenes and Andrew G. Hendriks --
10. Machine Learning Approach for Prediction of Human Mitochondrial Proteins / Zhong Huang, Xuheng Xu and Xiaohua Hu --
11. Phylogenetic Inference Using Evolutionary Algorithms / Clare Bates Congdon --
pt. 4. Medicine --
12. Evolutionary Algorithms for Cancer Chemotherapy Optimization / John McCall, Andrei Petrovski and Siddhartha Shakya --
13. Fuzzy Ontology-Based Text Mining System for Knowledge Acquisition, Ontology Enhancement, and Query Answering from Biomedical Texts / Lipika Dey and Muhammad Abulaish.
Series Title: IEEE series on computational intelligence.
Responsibility: edited by Gary B. Fogel, David W. Corne and Yi Pan.
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Abstract:

This book highlights the importance and recent success of computational intelligence methods over a diverse range of bioinformatics problems. It encourages others to use these methods and approaches  Read more...

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