{"product_id":"9781118132739","title":"Biological Knowledge Discovery Handbook Preprocessing, Mining and Postprocessing of Biological Data","description":"\u003ch3\u003eWiley Series in Bioinformatics\u003c\/h3\u003e\u003ch1\u003eBiological Knowledge Discovery Handbook\u003c\/h1\u003e\u003ch2\u003ePreprocessing, Mining and Postprocessing of Biological Data\u003c\/h2\u003e\u003ch3\u003eMourad Elloumi | Albert Y. Zomaya | Yi Pan\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Data Science \/ Data Warehousing\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eThe first comprehensive overview of preprocessing, mining, and postprocessing of biological data\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eMolecular 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.\u003c\/p\u003e \u003cp\u003eWritten by top experts, \u003ci\u003eBiological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data\u003c\/i\u003e 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.\u003c\/p\u003e \u003cp\u003eBIOLOGICAL DATA PREPROCESSING\u003c\/p\u003e \u003cul\u003e \u003cli\u003ePart A: Biological Data Management\u003c\/li\u003e \u003cli\u003ePart B: Biological Data Modeling\u003c\/li\u003e \u003cli\u003ePart C: Biological Feature Extraction\u003c\/li\u003e \u003cli\u003ePart D Biological Feature Selection\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eBIOLOGICAL DATA MINING\u003c\/p\u003e \u003cul\u003e \u003cli\u003ePart E: Regression Analysis of Biological Data\u003c\/li\u003e \u003cli\u003ePart F Biological Data Clustering\u003c\/li\u003e \u003cli\u003ePart G: Biological Data Classification\u003c\/li\u003e \u003cli\u003ePart H: Association Rules Learning from Biological Data\u003c\/li\u003e \u003cli\u003ePart I: Text Mining and Application to Biological Data\u003c\/li\u003e \u003cli\u003ePart J: High-Performance Computing for Biological Data Mining\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eCombining sound theory with practical applications in molecular biology, \u003ci\u003eBiological Knowledge Discovery Handbook\u003c\/i\u003e is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eMOURAD ELLOUMI\u003c\/b\u003e is a Full Professor in Computer Science at the University of Tunis-El Manar, Tunisia. He is the author\/coauthor of more than fifty publications in international journals and conference proceedings and the coeditor, along with Albert Zomaya, of \u003ci\u003eAlgorithms in Computational Molecular Biology: Techniques, Approaches and Applications\u003c\/i\u003e (Wiley).\u003c\/p\u003e \u003cp\u003e\u003cb\u003eALBERT Y. ZOMAYA\u003c\/b\u003e is the Chair Professor of High Performance Computing \u0026amp; Networking at The University of Sydney's School of Information Technologies. He is the author\/coauthor of seven books, more than 450 publications in technical journals and conference proceedings, and the editor of fourteen books and nineteen conference volumes. He is a Fellow of the IEEE, the American Association for the Advancement of Science, and IET (UK).\u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e16 December 2013\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781118132739\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e1192\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e76.64\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44311055040652,"sku":"9781118132739","price":194.36,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781118132739_3f9ecc00-a3ed-4f92-9153-ade46124052c.jpg?v=1780107676","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781118132739","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}