Data Mining: Concepts and Techniques: Concepts and Techniques (Google eBook)

Front Cover
Elsevier, Jun 9, 2011 - Computers - 744 pages
11 Reviews

The increasing volume of data in modern business and science calls for more complex and sophisticated tools. Although advances in data mining technology have made extensive data collection much easier, itís still always evolving and there is a constant need for new techniques and tools that can help us transform this data into useful information and knowledge.

Since the previous editionís publication, great advances have been made in the field of data mining. Not only does the third of edition of Data Mining: Concepts and Techniques continue the tradition of equipping you with an understanding and application of the theory and practice of discovering patterns hidden in large data sets, it also focuses on new, important topics in the field: data warehouses and data cube technology, mining stream, mining social networks, and mining spatial, multimedia and other complex data. Each chapter is a stand-alone guide to a critical topic, presenting proven algorithms and sound implementations ready to be used directly or with strategic modification against live data. This is the resource you need if you want to apply todayís most powerful data mining techniques to meet real business challenges.



    * 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

      

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    Book is perfect

    User Review  - Ashish Pant - Flipkart

    I really truly say that this book s perfect regarding the theoretical knowledge and also define the concepts in detail.but I also want that what tols used to implement all these ,than u must go for ... Read full review

    Data Mining : Concepts and Techniques 3rd Edition

    User Review  - Manoj - Flipkart

    This book is very useful for data mining are researcher and students. in this book contains elementary level of contents. This book soft copy also available on net free of cost, even though you must have buy Hard copy of this book is better experience. Read full review

    Contents

    Chapter 1 Introduction
    1
    Chapter 2 Getting to Know Your Data
    39
    Chapter 3 Data Preprocessing
    83
    Chapter 4 Data Warehousing and Online Analytical Processing
    125
    Chapter 5 Data Cube Technology
    187
    Basic Concepts and Methods
    243
    Chapter 7 Advanced Pattern Mining
    279
    Basic Concepts
    327
    Advanced Methods
    393
    Basic Concepts and Methods
    443
    Chapter 11 Advanced Cluster Analysis
    497
    Chapter 12 Outlier Detection
    543
    Chapter 13 Data Mining Trends and Research Frontiers
    585
    Bibliography
    633
    Index
    673
    Copyright

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    About the author (2011)

    University of Illinois at Urbana-Champaign

    Simon Fraser University, British Columbia, Canada

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