{"product_id":"biological-knowledge-discovery-handbook-preprocessing-mining-and-postprocessing-of-biological-data","title":"Biological Knowledge Discovery Handbook","description":"\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\n\u003cli\u003ePart A: Biological Data Management\u003c\/li\u003e\n\u003cli\u003ePart B: Biological Data Modeling\u003c\/li\u003e\n\u003cli\u003ePart C: Biological Feature Extraction\u003c\/li\u003e\n\u003cli\u003ePart D Biological Feature Selection\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003eBIOLOGICAL DATA MINING\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003ePart E: Regression Analysis of Biological Data\u003c\/li\u003e\n\u003cli\u003ePart F Biological Data Clustering\u003c\/li\u003e\n\u003cli\u003ePart G: Biological Data Classification\u003c\/li\u003e\n\u003cli\u003ePart H: Association Rules Learning from Biological Data\u003c\/li\u003e\n\u003cli\u003ePart I: Text Mining and Application to Biological Data\u003c\/li\u003e\n\u003cli\u003ePart J: High-Performance Computing for Biological Data Mining\u003c\/li\u003e\n\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","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":54189640876376,"sku":null,"price":198.34,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781118132739_befce1ec-c75d-4046-a928-5026b595d566.jpg?v=1780025446","url":"https:\/\/agendabookshop.com\/products\/biological-knowledge-discovery-handbook-preprocessing-mining-and-postprocessing-of-biological-data","provider":"Agenda Bookshop","version":"1.0","type":"link"}