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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Read or download book entitled Data Mining Concepts and Techniques written by Jiawei Han which was release on 09 June 2011, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: 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,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 Concepts And Techniques 2E

Data Mining  Concepts And Techniques  2E
  • Author : Jiawei Han,Micheline Kamber
  • Publisher : Unknown
  • Release Date : 2010-01-01
  • Total pages : 770
  • ISBN : 9780123814807
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Summary : Download or read online Data Mining Concepts And Techniques 2E written by Jiawei Han,Micheline Kamber, published by which was released on 2010-01-01. Get Data Mining Concepts And Techniques 2E Books now! Available in PDF, ePub and Kindle....

Data Mining

Data Mining
  • Author : Jiawei Han,Micheline Kamber
  • Publisher : Unknown
  • Release Date : 2001
  • Total pages : 550
  • ISBN : 9780123814807
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Summary : Download or read online Data Mining written by Jiawei Han,Micheline Kamber, published by which was released on 2001. Get Data Mining Books now! Available in PDF, ePub and Kindle....

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

Data Mining
  • Author : Jiawei Han,Jian Pei,Micheline Kamber
  • Publisher : Unknown
  • Release Date : 2011
  • 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,Micheline Kamber
  • Publisher : Unknown
  • Release Date : 2012
  • Total pages : 703
  • ISBN : 9780123814807
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Summary : Mining of Data with Complex Structures explores nature of data with complex structure including sequences, trees and graphs. Readers will find a detailed description of the state-of-the-art of sequence mining, tree mining and graph mining, and more....

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 ...

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

Data Mining
  • Author : Jiawei Han
  • Publisher : Morgan Kaufmann
  • Release Date : 2006
  • Total pages : 770
  • ISBN : 9780123814807
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Summary : Expanding and updating the premier professional reference on data mining concepts and techniques, the second edition of this comprehensive and state-of-the-art text combines sound theory with truly practical applications to prepare database practitioners and professionals for real-world challenges in the professional database field. Includes approximately 100 pages of new material....

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 : Elsevier Science & Technology
  • Publisher : Ap Professional
  • Release Date : 2004-06-01
  • Total pages : 500
  • ISBN : 9780123814807
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Summary : Download or read online Data Mining written by Elsevier Science & Technology, published by Ap Professional which was released on 2004-06-01. Get Data Mining Books now! Available in PDF, ePub and Kindle....

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 : 2019-11-05
  • 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 ...

Data Mining

Data Mining
  • Author : Zachary R. Gordon
  • Publisher : CreateSpace
  • Release Date : 2015-08-13
  • Total pages : 184
  • ISBN : 9780123814807
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Summary : Thought-provoking and accessible in approach, this updated and expanded second edition of the Data Mining: Concepts and Techniques: Concepts and Techniques (The Morgan Kaufma provides a user-friendly introduction to the subject, Taking a clear structural framework, it guides the reader through the subject's core elements. A flowing writing style combines ...

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 : Download or read online Data Warehouse and Data Mining written by Nitu Sharma, published by which was released on 2013. Get Data Warehouse and Data Mining Books now! Available in PDF, ePub and Kindle....