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Summary. Introduction to Data Mining, Second Edition, is intended for use in the Data Mining course. It is also suitable for individuals seeking an introduction to data mining. The text assumes only a modest statistics or mathematics background, and no database knowledge is needed. Introduction to Data Mining presents fundamental concepts...
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PangNing Tan Michigan State University Michael Steinbach University of Minnesota Introduction ... data preprocessing, data mining, and postprocessing. The objective of data preprocessing is to convert data into the right format for subsequent analysis by selecting the appropriate
Tan, PangNing Subjects Data mining.; Mineração de dados.; Database management. Audience Specialized Summary "Introduction to Data Mining is a complete introduction to data mining for students, researchers, and professionals.
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Introduction 1. Discuss whether or not each of the following activities is a data mining task. (a) Dividing the customers of a company according to their gender. No. This is a simple database query. (b) Dividing the customers of a company according to their profitability. No. This is an accounting calculation, followed by the application of a ...
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Introduction to Data Mining, 2nd Edition, gives a comprehensive overview of the background and general themes of data mining and is designed to be useful to students, instructors, researchers, and professionals. Presented in a clear and accessible way, the book outlines fundamental concepts and algorithms for each topic, thus providing the reader with the necessary background for the application .