Free Ebook Handbook of Data Mining and Knowledge Discovery
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Data mining, or knowledge discovery in databases (KDD), is one of the fastest growing areas in computing application: it offers powerful tools to analyze the many large data bases used in business, science, and industry. Data mining technology searches large databases to extract information and patterns that can be translated into useful applications, such as classifying or predicting customer behavior. This book brings together fundamental knowledge on all aspects of data mining--concepts, theory, techniques, applications, and case studies. Designed for students and professionals in such fields as computing applications, information systems management and strategic research and management, the Handbook is a comprehensive guide to essential tools and technology, from neural networks to artificial intelligence. There is a strong emphasis on real-world case studies in such areas as banking, finance, marketing management, real estate, engineering, medicine, pharmacology, and the biosciences. A much needed resource on one of the fastest growing areas of computer applications--the development and use of tools to analyze, interpret, and make use of the enormous amounts of information stored in the world's databases. Text Data Management and Analysis: A Practical ... Text Data Management and Analysis: A Practical Introduction to Information Retrieval and Text Mining Datasets for Data Mining and Data Science - KDnuggets See also Government State City Local public data sites and portals; Data APIs Hubs Marketplaces Platforms and Search Engines. Data Mining and Data Science ... Books IGI Global Publish with IGI Global Share your research as a full book chapter or article Research Videos Learn more about IGI Global's research videos Newsroom Latest news ... Mining - Wikipedia Mining as an industry underwent dramatic changes in medieval Europe. The mining industry in the early Middle Ages was mainly focused on the extraction of copper and iron. PEDRO DOMINGOS - University of Washington Check out my online machine learning class. Research Interests My main research interests are in the fields of machine learning and data mining. MINING - CoinMine MINING . This page primarily focuses on metallurgical mining though many of the terms processes and concepts are the same within the non-metallurgical extraction ... Chapter 9 DECISION TREES - ise.bgu.ac.il 166 DATA MINING AND KNOWLEDGE DISCOVERY HANDBOOK quent case each test considers a single attribute such that the instance space is partitioned according to the ... Text mining - Wikipedia A range of text mining applications in the biomedical literature has been described. One online text mining application in the biomedical literature is PubGene that ... Kurt's Recommended Data Mining Books A through listing of the best Data Mining books ... The CRM Handbook Jill Dych / Paperback / 2001 This is a really wonderful book on the ... Data Mining Techniques From the Publisher: Data Mining Techniques thoroughly acquaints you with the new generation of data mining tools and techniques and shows you how to use them to make ...
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