Data Mining - Concepts and Techniques 3rd  Edition

Data Mining - Concepts and Techniques 3rd Edition (English, Paperback, Jain Pei, Jiawei Han, Micheline Kamber)

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Data Mining - Concepts and Techniques 3rd Edition  (English, Paperback, Jain Pei, Jiawei Han, Micheline Kamber)

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    Highlights
    • Language: English
    • Binding: Paperback
    • Publisher: Elsevier
    • ISBN: 9789380931913, 9380931913
    • Edition: 3rd Edition, 2011
    • Pages: 702
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    Description

    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, it’s 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 edition’s 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 today’s most powerful data mining techniques to meet real business challenges.

    Salient Features

    • 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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    Specifications
    Book Details
    Publication Year
    • 2011
    Book Type
    • Non Fiction Book
    Table of Contents
    • Chapter 1. Introduction
      Chapter 2. Getting to Know Your Data
      Chapter 3. Preprocessing
      Chapter 4. Data Warehousing and On-Line Analytical Processing
      Chapter 5. Data Cube Technology
      Chapter 6. Mining Frequent Patterns, Associations and Correlations: Concepts and Methods
      Chapter 7. Advanced Frequent Pattern Mining
      Chapter 8. Classification: Basic Concepts
      Chapter 9. Classification: Advanced Methods
      Chapter 10. Cluster Analysis: Basic Concepts and Methods
      Chapter 11. Advanced Cluster Analysis
      Chapter 12. Outlier Analysis
      Chapter 13. Data Mining Trends and Research Frontiers in Data Mining

    Contributors
    Authored By
    • Jain Pei, Jiawei Han, Micheline Kamber
    University Books Details
    Degree/Diploma
    • UG, B.Tech
    Specialization
    • Computer Science Engineering, B.Sc(Computer Science), Civil Engineering, Information Technology Engineering
    Subject
    • Datawarehousing and Data Mining, Data Mining
    Term
    • 6th Semester, 7th Semester, 4th Year
    Frequently Bought Together
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    Ratings & Reviews
    4.5
    170 Ratings &
    17 Reviews
    • 5
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    • 4
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    • 3
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    5

    Data Mining

    Thanks to Flipkart for amazing service...This is for people who want to learn the tecnical skills of data Mining techniques..The chapters on clustering is very good..
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    Lakshmi

    Certified Buyer, Bangalore

    30 Oct, 2013

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    4

    Good choice

    book quality is good
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    Flipkart Customer

    Certified Buyer, Sipcot Perundurai

    16 Dec, 2018

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    1

    Worst experience ever!

    used book was delivered.
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    Jharana Sahu

    Certified Buyer, Noida

    8 Aug, 2018

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    2

    Not good

    book quality is very bad. many pages are printed badly.
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    Kanchan Kumar Jha

    Certified Buyer, Bangalore

    14 Jan, 2018

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    5

    Mind-blowing purchase

    Good one
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    sachin rawat

    Certified Buyer, Chennai

    16 Oct, 2017

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    5

    Awesome

    Best buy
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    Nihal Gami

    Certified Buyer, Bhavnagar

    14 May, 2017

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    5

    Core book

    It's a good book for building the basic concepts...
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    Soumyajit Chatterjee

    Certified Buyer, Ichapur

    16 Dec, 2016

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    5

    Fabulous!

    It is a good product very useful
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    akhila reddy

    Certified Buyer, Hyderabad

    13 Oct, 2016

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    5

    Very good content.

    Book arrived in perfect condition.
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    Kumar Abhishek

    Certified Buyer, Hyderabad

    9 Aug, 2016

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    5

    Book is perfect

    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 tan-steibach kumar or maroon .But I also don't have these ,I really love what I have.its perfect u can buy it ,its really good .
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    Ashish Pant

    Certified Buyer, Bareilly

    3 May, 2014

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