Details

Subject(s)

• Bioinformatics [Browse]
• Computational biology—Methods [Browse]

Related name

• Bandyopadhyay, Sanghamitra, 1968- [Browse]
• Maulik, Ujjwal [Browse]
• Wang, Jason T. L. [Browse]
• World Scientific (Firm) [Browse]

Series

Science, engineering, and biology informatics ; v. 3 [More in this series]

Bibliographic references

Includes bibliographical references and index.

Reproduction note

Electronic reproduction. Singapore : World Scientific Publishing Co., 2007. System requirements: Adobe Acrobat Reader. Mode of access: World Wide Web. Available to subscribing institutions.

Contents

• pt. I. Overview. ch. 1. Bioinformatics: mining the massive data from high throughput genomics experiments / Haixu Tang and Sun Kim. ch. 2. An introduction to soft computing / Amit Konar and Swagatam Das
• pt. II. Biological sequence and structure analysis. ch. 3. Reconstructing phylogenies with memetic algorithms and branch-and-bound / José E. Gallardo, Carlos Cotta and Antonio J. Fernández. ch. 4. Classification of RNA sequences with support vector machines / Jason T.L. Wang and Xiaoming Wu. ch. 5. Beyond string algorithms: protein sequence analysis using wavelet transforms / Arun Krishnan and Kuo-Bin Li. ch. 6. Filtering protein surface motifs using negative instances of active sites candidates / Nripendra L. Shrestha and Takenao Ohkawa. ch. 7. Distill: a machine learning approach to Ab Initio protein structure prediction / Gianluca Pollastri, Davide Baú and Alessandro Vullo. ch. 8. In silico design of ligands using properties of target active sites / Sanghamitra Bandyopadhyay ... [et al.]
• pt. III. Gene expression and microarray data analysis. ch. 9. Inferring regulations in a genomic network from gene expression profiles. ch. 10. A reliable classification of gene clusters for cancer samples using a hybrid multi-objective evolutionary procedure / Kalyanmoy Deb, A. Raji Reddy and Shamik Chaudhuri. ch. 11. Feature selection for cancer classification using ant colony optimization and support vector machines / A. Gupta, V. K. Jayaraman and B. D. Kulkarni. ch. 12. Sophisticated methods for cancer classification using microarray data / Sung-Bae Cho and Han-Saem Park. ch. 13. Multiobjective evolutionary approach to fuzzy clustering of microarray data / Anirban Mukhopadhyay, Ujjwal Maulik and Sanghamitra Bandyopadhyay.

ISBN

• 9812708898 (electronic bk.)
• 9789812708892 (electronic bk.)

OCLC

268995739

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