Data Mining Concepts and Techniques

Written By Jiawei Han
Data Mining  Concepts and Techniques
  • Publsiher : Elsevier
  • Release : 09 June 2011
  • ISBN : 9780123814807
  • Pages : 744 pages
  • Rating : 3/5 from 4 reviews
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Download or read book entitled Data Mining Concepts and Techniques by author: Jiawei Han which was release on 09 June 2011 and published by Elsevier with total page 744 pages . This book available in PDF, EPUB and Kindle Format. 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. This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining. Presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects Addresses advanced topics such as mining object-relational databases, spatial databases, multimedia databases, time-series databases, text databases, the World Wide Web, and applications in several fields Provides a comprehensive, practical look at the concepts and techniques you need to get the most out of your data

Data Mining Concepts and Techniques

Data Mining  Concepts and Techniques
  • Author : Jiawei Han,Jian Pei,Micheline Kamber
  • Publisher : Elsevier
  • Release Date : 2011-06-09
  • Total pages : 744
  • ISBN : 9780123814807
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Summary : 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). ...

Data Mining

Data Mining
  • Author : Jiawei Han
  • Publisher : Morgan Kaufmann
  • Release Date : 2001
  • Total pages : 550
  • ISBN : 9780123814807
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Summary : Data warehouse and OLAP technology for data mining. Data preprocessing. Data mining primitives, languages, and system architecture. Concept description: characterization and comparison. Mining association rules in large databases. Classification and prediction. Cluster analysis. Mining complex types of data. Applications and trends in data mining. Appendix....

Data Mining Southeast Asia Edition

Data Mining  Southeast Asia Edition
  • Author : Jiawei Han,Jian Pei,Micheline Kamber
  • Publisher : Elsevier
  • Release Date : 2006-04-06
  • Total pages : 800
  • ISBN : 9780123814807
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Summary : Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote ...

Data Mining

Data Mining
  • Author : Jiawei Han,Micheline Kamber
  • Publisher : Morgan Kaufmann
  • Release Date : 2006
  • Total pages : 770
  • ISBN : 9780123814807
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Summary : Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication tools, and bar codes also generate data. On the collection side, scanned text and image platforms, satellite remote ...

Data Mining

Data Mining
  • Author : Mehmed Kantardzic
  • Publisher : John Wiley & Sons
  • Release Date : 2019-11-12
  • Total pages : 672
  • ISBN : 9780123814807
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Summary : Presents the latest techniques for analyzing and extracting information from large amounts of data in high-dimensional data spaces The revised and updated third edition of Data Mining contains in one volume an introduction to a systematic approach to the analysis of large data sets that integrates results from disciplines such ...

Data Mining Concepts Methodologies Tools and Applications

Data Mining  Concepts  Methodologies  Tools  and Applications
  • Author : Management Association, Information Resources
  • Publisher : IGI Global
  • Release Date : 2012-11-30
  • Total pages : 2120
  • ISBN : 9780123814807
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Summary : Data mining continues to be an emerging interdisciplinary field that offers the ability to extract information from an existing data set and translate that knowledge for end-users into an understandable way. Data Mining: Concepts, Methodologies, Tools, and Applications is a comprehensive collection of research on the latest advancements and developments ...

Data Mining

Data Mining
  • Author : Yong Yin,Ikou Kaku,Jiafu Tang,JianMing Zhu
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-03-16
  • Total pages : 312
  • ISBN : 9780123814807
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Summary : Data Mining introduces in clear and simple ways how to use existing data mining methods to obtain effective solutions for a variety of management and engineering design problems. Data Mining is organised into two parts: the first provides a focused introduction to data mining and the second goes into greater ...

Data Warehouse and Data Mining

Data Warehouse and Data Mining
  • Author : Nitu Sharma
  • Publisher : Unknown
  • Release Date : 2013
  • Total pages : 186
  • ISBN : 9780123814807
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Summary : Read online Data Warehouse and Data Mining written by Nitu Sharma, published by which was released on 2013. Download full Data Warehouse and Data Mining Books now! Available in PDF, ePub and Kindle....

Data Warehousing and Mining Concepts Methodologies Tools and Applications

Data Warehousing and Mining  Concepts  Methodologies  Tools  and Applications
  • Author : Wang, John
  • Publisher : IGI Global
  • Release Date : 2008-05-31
  • Total pages : 4092
  • ISBN : 9780123814807
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Summary : In recent years, the science of managing and analyzing large datasets has emerged as a critical area of research. In the race to answer vital questions and make knowledgeable decisions, impressive amounts of data are now being generated at a rapid pace, increasing the opportunities and challenges associated with the ...

Contrast Data Mining

Contrast Data Mining
  • Author : Guozhu Dong,James Bailey
  • Publisher : CRC Press
  • Release Date : 2012-09-07
  • Total pages : 434
  • ISBN : 9780123814807
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Summary : A Fruitful Field for Researching Data Mining Methodology and for Solving Real-Life Problems Contrast Data Mining: Concepts, Algorithms, and Applications collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more accessible to researchers and developers in data mining and ...

Data Mining

Data Mining
  • Author : Florin Gorunescu
  • Publisher : Springer Science & Business Media
  • Release Date : 2011-03-10
  • Total pages : 360
  • ISBN : 9780123814807
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Summary : The knowledge discovery process is as old as Homo sapiens. Until some time ago this process was solely based on the ‘natural personal' computer provided by Mother Nature. Fortunately, in recent decades the problem has begun to be solved based on the development of the Data mining technology, aided by ...

Data Mining for Business Intelligence

Data Mining for Business Intelligence
  • Author : Galit Shmueli,Nitin R. Patel,Peter C. Bruce
  • Publisher : John Wiley & Sons
  • Release Date : 2006-12-11
  • Total pages : 298
  • ISBN : 9780123814807
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Summary : Learn how to develop models for classification, prediction, and customer segmentation with the help of Data Mining for Business Intelligence In today's world, businesses are becoming more capable of accessing their ideal consumers, and an understanding of data mining contributes to this success. Data Mining for Business Intelligence, which was ...

Data Mining Technique Fundamental Concept and Statistical Analysis

Data Mining Technique  Fundamental Concept and Statistical Analysis
  • Author : Dr. Sagar S. Jambhorkar & Mr. Vijay S. Jondhale
  • Publisher : Horizon Books ( A Division of Ignited Minds Edutech P Ltd)
  • Release Date : 2021-05-13
  • Total pages : 119
  • ISBN : 9780123814807
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Summary : Data Mining and Data Warehousing is the recent trend in IT field but still it is widely used in various areas. This book introduces basic as well as advanced techniques of data mining & brief information about data warehousing. The book also contains some advanced software tools which are really helpful ...

Data Mining for Business Analytics

Data Mining for Business Analytics
  • Author : Galit Shmueli,Peter C. Bruce,Peter Gedeck,Nitin R. Patel
  • Publisher : John Wiley & Sons
  • Release Date : 2019-10-14
  • Total pages : 608
  • ISBN : 9780123814807
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Summary : Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python presents an applied approach to data mining concepts and methods, using Python software for illustration Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and open-source software) to tackle business problems ...

Advanced Data Mining Techniques

Advanced Data Mining Techniques
  • Author : David L. Olson,Dursun Delen
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-01-01
  • Total pages : 180
  • ISBN : 9780123814807
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Summary : This book covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. The book is organized in three parts. Part I introduces concepts. Part II describes and demonstrates basic data mining algorithms. It ...