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Data Mining and Analysis Main/Home Page

Data Mining and Analysis. Fundamental Concepts and Algorithms. Mohammed J. Zaki. Wagner Meira, Jr. Cambridge University Press, May 2014. Covers both core methods and cutting-edge research. Algorithmic approach with open-source implementations. Minimal prerequisites: all key mathematical concepts are presented, as is the intuition behind the formulas. Short, self-contained chapters with class-tested examples and exercises allow for flexibility in designing a course and for easy reference. World-class expe...

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Universidade Federal de Minas Gerais

Wagner Meira Jr

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Belo ●●●●●zonte , Minas Gerais, 30180150

BR

55.3●●●●4062
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Universidade Federal de Minas Gerais

Wagner Meira Jr

Rua Professor●●●●●●●●●●●●●o, 765 ap 403

Belo ●●●●●zonte , Minas Gerais, 30180150

BR

55.3●●●●4062
wa●●●●●●●●●●●●●@gmail.com

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Universidade Federal de Minas Gerais

Wagner Meira Jr

Rua Professor●●●●●●●●●●●●●o, 765 ap 403

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BR

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Data Mining and Analysis. Fundamental Concepts and Algorithms. Mohammed J. Zaki. Wagner Meira, Jr. Cambridge University Press, May 2014. Covers both core methods and cutting-edge research. Algorithmic approach with open-source implementations. Minimal prerequisites: all key mathematical concepts are presented, as is the intuition behind the formulas. Short, self-contained chapters with class-tested examples and exercises allow for flexibility in designing a course and for easy reference. World-class expe...
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Data Mining and Analysis Main/Home Page | dataminingbook.info Reviews

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Data Mining and Analysis. Fundamental Concepts and Algorithms. Mohammed J. Zaki. Wagner Meira, Jr. Cambridge University Press, May 2014. Covers both core methods and cutting-edge research. Algorithmic approach with open-source implementations. Minimal prerequisites: all key mathematical concepts are presented, as is the intuition behind the formulas. Short, self-contained chapters with class-tested examples and exercises allow for flexibility in designing a course and for easy reference. World-class expe...

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Data Mining and Analysis Main/Home Page

http://www.dataminingbook.info/pmwiki.php/Main

Data Mining and Analysis. Fundamental Concepts and Algorithms. Mohammed J. Zaki. Wagner Meira, Jr. Cambridge University Press, May 2014. Covers both core methods and cutting-edge research. Algorithmic approach with open-source implementations. Minimal prerequisites: all key mathematical concepts are presented, as is the intuition behind the formulas. Short, self-contained chapters with class-tested examples and exercises allow for flexibility in designing a course and for easy reference. World-class expe...

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Data Mining and Analysis Main/Book Resources

http://www.dataminingbook.info/pmwiki.php/Main/BookResources

Data Mining and Analysis. Fundamental Concepts and Algorithms. This page contains online book resources for instructors and students. You can contact us via email if you have any questions. As PPT slides (zip). As JPEG images (zip). Part I: Exploratory Data Analysis. Chapter 1: Data Mining and Analysis: PDF. Chapter 2: Numeric Attributes: PDF. Chapter 3: Categorical Attributes: PDF. Chapter 4: Graph Data: PDF. Chapter 5: Kernel Methods: PDF. Chapter 6: High-dimensional Data: PDF. Or any other language/so...

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Data Mining and Analysis Main/Errata

http://www.dataminingbook.info/pmwiki.php/Main/Errata

Data Mining and Analysis. Fundamental Concepts and Algorithms. Please email us if you find any errors in the book. We will list known errata on this page. Chapter 1: Data Mining and Analysis. P4, Section 1.3, line 13: "as. Should be "as a. P9, Example 1.3, 3rd line from end: " ( 153) {1/3} )" should be " ( 152) {1/3} )". P9, Example 1.3, last line: " ( (4 3 (-1) 3) {1/3} = (63) {1/3} = 3.98 )" should be " ( (4 3 -1 3) {1/3} = (65) {1/3} = 4.02 )". Chapter 2: Numeric Attributes. P58, Total and Generalized...

4

Data Mining and Analysis Main/Home Page

http://www.dataminingbook.info/pmwiki.php/Main/HomePage

Data Mining and Analysis. Fundamental Concepts and Algorithms. Mohammed J. Zaki. Wagner Meira, Jr. Cambridge University Press, May 2014. Covers both core methods and cutting-edge research. Algorithmic approach with open-source implementations. Minimal prerequisites: all key mathematical concepts are presented, as is the intuition behind the formulas. Short, self-contained chapters with class-tested examples and exercises allow for flexibility in designing a course and for easy reference. World-class expe...

5

Data Mining and Analysis Main/Table Of Contents

http://www.dataminingbook.info/pmwiki.php/Main/TableOfContents

Data Mining and Analysis. Fundamental Concepts and Algorithms. 1 Data Mining and Analysis. 1. 11 Data Matrix 1. 13 Data: Algebraic and Geometric View 4. 14 Data: Probabilistic View 14. 15 Data Mining 25. 16 Further Reading 30. PART I. DATA ANALYSIS FOUNDATIONS. 2 Numeric Attributes . 33. 21 Univariate Analysis 33. 22 Bivariate Analysis 42. 23 Multivariate Analysis 48. 24 Data Normalization 52. 25 Normal Distribution 54. 26 Further Reading 60. 3 Categorical Attributes. 63. 31 Univariate Analysis 63. 81 Fr...

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Publicado pela Cambridge University Press em 2014. Seus interesses de pesquisa são em sistemas paralelos e distribuídos, em particular na sua escalabilidade e eficiência, variando de sistemas massivamente paralelos a plataformas baseadas na Internet, e em algoritmos de mineração de dados, sua paralelização e aplicação em áreas como recuperação de informação, bioinformática e governança eletrônica. Departamento de Ciência da Computação. Universidade Federal de Minas Gerais. Av Antônio Carlos, 6627.

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Data Mining and Analysis Main/Home Page

Data Mining and Analysis. Fundamental Concepts and Algorithms. Mohammed J. Zaki. Wagner Meira, Jr. Cambridge University Press, May 2014. Covers both core methods and cutting-edge research. Algorithmic approach with open-source implementations. Minimal prerequisites: all key mathematical concepts are presented, as is the intuition behind the formulas. Short, self-contained chapters with class-tested examples and exercises allow for flexibility in designing a course and for easy reference. World-class expe...

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