Bioinformatics Using Computational Intelligence Paradigms (Studies in Fuzziness and Soft Computing, 176)

"Bioinformatics as well as Computational Intelligence are undoubtedly remarkably fast growing fields of research and real-world applications with enormous potential for current and future developments. "Bioinformatics using Computational Intelligence Paradigms" contains recent theoretical approaches and guiding applications of biologically inspired information processing systems (Computational Intelligence) against the background of bioinformatics. This carefully edited monograph combines the latest results of Bioinformatics and Computational Intelligence and offers a promising cross-fertilisation and interdisciplinary work between these growing fields."--Résumé de l'éditeur Medical Bioinformatics: Detecting Molecular Diseases with Case-Based Reasoning....Pages 1-23 Prototype Based Recognition of Splice Sites....Pages 25-55 Content Based Image Compression in Biomedical High-Throughput Screening Using Artificial Neural Networks....Pages 57-73 Discriminative Clustering of Yeast Stress Response....Pages 75-91 A Dynamic Model of Gene Regulatory Networks Based on Inertia Principle....Pages 93-117 Class Prediction with Microarray Datasets....Pages 119-141 Random Voronoi Ensembles for Gene Selection in DNA Microarray Data....Pages 143-166 Cancer Classification with Microarray Data Using Support Vector Machines....Pages 167-189 Artificial Neural Networks for Reducing the Dimensionality of Gene Expression Data....Pages 191-211 "Bioinformatics as well as Computational Intelligence are undoubtedly remarkably fast growing fields of research and real-world applications with enormous potential for current and future developments. "Bioinformatics using Computational Intelligence Paradigms" contains recent theoretical approaches and guiding applications of biologically inspired information processing systems (Computational Intelligence) against the background of bioinformatics. This carefully edited monograph combines the latest results of Bioinformatics and Computational Intelligence and offers a promising cross-fertilisation and interdisciplinary work between these growing fields."--Résumé de l'éditeur "Bioinformatics as well as Computational Intelligence are undoubtedly remarkably fast growing fields of research and real-world applications with enormous potential for current and future developments. "Bioinformatics using Computational Intelligence Paradigms" contains recent theoretical approaches and guiding applications of biologically inspired information processing systems (Computational Intelligence) against the background of bioinformatics. This carefully edited monograph combines the latest results of Bioinformatics and Computational Intelligence and offers a promising cross-fertilisation and interdisciplinary work between these growing fields."--Jacket

Bioinformatics and computational intelligence are undoubtedly remarkably fast growing fields of research and real-world applications with enormous potential for current and future developments. Bioinformatics Using Computational Intelligence Paradigms contains recent theoretical approaches and guiding applications of biologically inspired information processing systems (computational intelligence) against the background of bioinformatics. This carefully edited monograph combines the latest results of bioinformatics and computational intelligence, and offers promising cross-fertilization and interdisciplinary work between these growing fields.