Ebook BookData Mining Concepts and Techniques (The Morgan Kaufmann Series in Data Management Systems)

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Book Details :
Published on: 2011-06-09
Released on: 2011-06-09
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Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. Data mining - SlideShare Data mining 1. Data Mining: Concepts and Techniques By Akannsha A. Totewar Professor at YCCE Wanadongari ... 18. The WEKA Data Mining Software: an Update More than twelve years have elapsed since the first public release of WEKA. In that time the software has been rewritten entirely from scratch evolved substantially ... Linked Data: Evolving the Web into a Global Data Space Chapter 2 Principles of Linked Data. The term Linked Data refers to a set of best practices for publishing and interlinking structured data on the Web. Mining of Massive Datasets Book - Stanford University Contents 1 Data Mining 1 1.1 What is Data Mining? . . . . . . . . . . . . . . . . . . . . . . . . 1 1.1.1 Statistical Modeling . . . . . . . . . . . . . . . . . . . . . 1 Database - Wikipedia A database is an organized collection of data. It is the collection of schemas tables queries reports views and other objects. The data are typically organized ... Data Mining: Concepts and Techniques (Third Edition ... Data Mining: Concepts and Techniques (Third Edition) A volume in The Morgan Kaufmann Series in Data Management Systems. Author(s): Jiawei Han Micheline Kamber and ... Tutorials KDD 2014 8/24-27 New York: Data Mining for ... 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining: homepage Text Data Management and Analysis: A Practical ... Text Data Management and Analysis: A Practical Introduction to Information Retrieval and Text Mining Data Mining Techniques - Statistics Textbook Data Mining. Data Mining is an analytic process designed to explore data (usually large amounts of data - typically business or market related - also known as "big ... - Lynda Jesse Liberty is an independent software developer consultant and author. Liberty hosts the popular podacast Yet Another Podcast and he is the author of two-dozen ...
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