Computational intelligence and pattern analysis in biology informatics
"Computational Intelligence (CI) is a successor of artificial intelligence combining elements of learning, adaptation, evolution and logic to create programs that are, in some sense, intelligent. CI exhibits an ability to learn or deal with new situations, such that the system is perceived to p...
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| Other Authors / Creators: | Maulik, Ujjwal. Bandyopadhyay, Sanghamitra, 1968- Wang, Jason T. L. |
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| Format: | Electronic eBook |
| Language: | English |
| Imprint: | Hoboken, N.J. : John Wiley & Sons, c2010. |
| Series: | Wiley series on bioinformatics: computational techniques and engineering
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| Subjects: | |
| Online Access: | Available in ProQuest Ebook Central - Academic Complete. |
Table of Contents:
- Preface
- Contributors
- Part 1. Introduction
- 1. Computational Intelligence: Foundations, Perspectives, and Recent Trends
- 2. Fundamentals of Pattern Analysis: A Brief Overview
- 3. Biological Informatics: Data, Tools, and Applications
- Part II. Sequence Analysis
- 4. Promoter Recognition Using Neural Network Approaches
- 5. Predicting microRNA Prostate Cancer Target Genes
- Part III. Structure Analysis
- 6. Structural Search in RNA Motif Databases
- 7. Kernels on Protein Structures
- 8. Characterization of Conformational Patterns in Active and Inactive Forms of Kinases using Protein Blocks Approach
- 9. Kernel Function Applications in Cheminformatics
- 10. In Silico Drug Design Using a Computational Intelligence Technique
- Part IV. Microarray Data Analysis
- 11. Integrated Differential Fuzzy Clustering for Analysis of Microarray Data
- 12. Identifying Potential Gene Markers Using SVM Classifier Ensemble
- 13. Gene Microarray Data Analysis Using Parallel Point Symmetry-Based Clustering
- Part V. Systems Biology
- 14. Techniques for Prioritization of Candidate Disease Genes
- 15. Prediction of Protein-Protein Interactions
- 16. Analyzing Topological Properties of Protein-Protein Interaction Networks: A Perspective Toward Systems Biology
- Index