Analysis of microarray data using multiobjective variable string length genetic fuzzy clustering
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Computers and Operations Research
Unsupervised and Supervised Learning Approaches Together for Microarray Analysis
Fundamenta Informaticae
Analysis of gene microarray data in a soft computing framework
Applied Soft Computing
Fuzzy quartile encoding as a preprocessing method for biomedical pattern classification
Theoretical Computer Science
Improved differential evolution for microarray analysis
International Journal of Data Mining and Bioinformatics
Expert Systems with Applications: An International Journal
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Bioinformatics, a field devoted to the interpretation and analysis of biological data using computational techniques, has evolved tremendously in recent years due to the explosive growth of biological information generated by the scientific community. Soft computing is a consortium of methodologies that work synergistically and provides, in one form or another, flexible information processing capabilities for handling real-life ambiguous situations. Several research articles dealing with the application of soft computing tools to bioinformatics have been published in the recent past; however, they are scattered in different journals, conference proceedings and technical reports, thus causing inconvenience to readers, students and researchers. This book, unique in its nature, is aimed at providing a treatise in a unified framework, with both theoretical and experimental results, describing the basic principles of soft computing and demonstrating the various ways in which they can be used for analyzing biological data in an efficient manner. Interesting research articles from eminent scientists around the world are brought together in a systematic way such that the reader will be able to understand the issues and challenges in this domain, the existing ways of tackling them, recent trends, and future directions. This book is the first of its kind to bring together two important research areas, soft computing and bioinformatics, in order to demonstrate how the tools and techniques in the former can be used for efficiently solving several problems in the latter.