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 Practical Machine Learning Tools and Techniques

Data Mining  Practical Machine Learning Tools and Techniques
  • Author : Ian H. Witten,Eibe Frank,Mark A. Hall
  • Publisher : Elsevier
  • Release Date : 2011-02-03
  • Total pages : 664
  • ISBN : 9780123814807
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Summary : Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine ...

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 : 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 : Ian H. Witten,Eibe Frank,Mark A. Hall,Christopher J. Pal
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-10-01
  • Total pages : 654
  • ISBN : 9780123814807
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Summary : Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches ...

Data Mining Techniques

Data Mining Techniques
  • Author : Michael J. A. Berry,Gordon S. Linoff
  • Publisher : John Wiley & Sons
  • Release Date : 2004-04-09
  • Total pages : 643
  • ISBN : 9780123814807
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Summary : Many companies have invested in building large databases and data warehouses capable of storing vast amounts of information. This book offers business, sales and marketing managers a practical guide to accessing such information....

Data mining

Data mining
  • Author : United States,United States. Congress. House. Committee on Government Reform. Subcommittee on Technology, Information Policy, Intergovernmental Relations, and the Census
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 100
  • ISBN : 9780123814807
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Summary : Read online Data mining written by United States,United States. Congress. House. Committee on Government Reform. Subcommittee on Technology, Information Policy, Intergovernmental Relations, and the Census, published by which was released on 2003. Download full Data mining Books now! Available in PDF, ePub and Kindle....

Data Mining

Data Mining
  • Author : United States. General Accounting Office
  • Publisher : Unknown
  • Release Date : 2004
  • Total pages : 64
  • ISBN : 9780123814807
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Summary : Read online Data Mining written by United States. General Accounting Office, published by which was released on 2004. Download full Data Mining Books now! Available in PDF, ePub and Kindle....

Statistics Data Mining and Machine Learning in Astronomy

Statistics  Data Mining  and Machine Learning in Astronomy
  • Author : Željko Ivezić,Andrew J. Connolly,Jacob T VanderPlas,Alexander Gray
  • Publisher : Princeton University Press
  • Release Date : 2014-01-12
  • Total pages : 560
  • ISBN : 9780123814807
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Summary : As telescopes, detectors, and computers grow ever more powerful, the volume of data at the disposal of astronomers and astrophysicists will enter the petabyte domain, providing accurate measurements for billions of celestial objects. This book provides a comprehensive and accessible introduction to the cutting-edge statistical methods needed to efficiently analyze ...

Principles of Data Mining

Principles of Data Mining
  • Author : David J. Hand,Professor in the Department of Statistics David J Hand,Heikki Mannila,Padhraic Smyth
  • Publisher : MIT Press
  • Release Date : 2001
  • Total pages : 546
  • ISBN : 9780123814807
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Summary : Measuremente and Data. Visualizing and Exploring Data. Data Analysis and Uncertainty. A Systematic Overview of Data Mining Algorithms. Models and Patterns. Score Functions for Data Mining Algorithms. Serach and Optimization Methods. Descriptive Modeling. Predictive Modeling for Classification. Predictive Modeling for Regression. Data Organization and Databases. Finding Patterns and Rules. Retrieval ...

Fuzzy Systems and Data Mining VI

Fuzzy Systems and Data Mining VI
  • Author : A.J. Tallón-Ballesteros
  • Publisher : IOS Press
  • Release Date : 2020-11-13
  • Total pages : 812
  • ISBN : 9780123814807
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Summary : The interdisciplinary field of fuzzy logic encompass applications in the electrical, industrial, chemical and engineering realms as well as in areas of management and environmental issues, while data mining covers new approaches to big data, massive data, and scalable, parallel and distributed algorithms. This book presents papers from the 6th ...

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

Data Mining
  • Author : Ciza Thomas
  • Publisher : BoD – Books on Demand
  • Release Date : 2018-08-22
  • Total pages : 190
  • ISBN : 9780123814807
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Summary : This book on data mining explores a broad set of ideas and presents some of the state-of-the-art research in this field. The book is triggered by pervasive applications that retrieve knowledge from real-world big data. Data mining finds applications in the entire spectrum of science and technology including basic sciences ...

DATA MINING

DATA MINING
  • Author : K. P. SOMAN,SHYAM DIWAKAR,V. AJAY
  • Publisher : PHI Learning Pvt. Ltd.
  • Release Date : 2006-01-01
  • Total pages : 420
  • ISBN : 9780123814807
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Summary : Data Mining is an emerging technology that has made its way into science, engineering, commerce and industry as many existing inference methods are obsolete for dealing with massive datasets that get accumulated in data warehouses. This comprehensive and up-to-date text aims at providing the reader with sufficient information about data ...

Evolutionary Computation Machine Learning and Data Mining in Bioinformatics

Evolutionary Computation  Machine Learning and Data Mining in Bioinformatics
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2010
  • Total pages : 247
  • ISBN : 9780123814807
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Summary : Read online Evolutionary Computation Machine Learning and Data Mining in Bioinformatics written by , published by which was released on 2010. Download full Evolutionary Computation Machine Learning and Data Mining in Bioinformatics Books now! Available in PDF, ePub and Kindle....