Biological Knowledge Discovery Handbook
Preprocessing, Mining, and Postprocessing of Biological DataeBook - 2014
Molecular biology is undergoing exponential growth in both the volume and complexity of biological data--and knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD)--providing in-depth fundamental and technical field information on the most important topics encountered. Written by top experts, the book covers the three main phases of knowledge discovery (data preprocessing, data processing-also known as data mining-and data postprocessing) and analyzes both verification systems and discovery systems. Combining sound theory with practical applications in molecular biology, this book is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.
Publisher: Hoboken, N.J. : Wiley : IEEE Computer Society, c2014 (Norwood, Mass. : Books24x7.com [generator])