Chapter: Data Security, Privacy and Data Mining

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Home > Data Mining: A Knowledge Discovery Approach > Data Security, Privacy and Data Mining

Data Mining: A Knowledge Discovery Approach |

Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan

Springer US

Data Security, Privacy and Data Mining

Chapter Info

Authors

Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan

ARI Id

1674219557379_273933

Access

Not Available Free

Pages

489-501

DOI

10.1007/978-0-387-36795-8_16

Chapter URL

https://rd.springer.com/chapter/10.1007/978-0-387-36795-8_16

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Chapters/Headings	Author(s)	Pages	Info
Front Matter		I-XV
Front Matter		1-1
Introduction	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	3-7
The Knowledge Discovery Process	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	9-24
Front Matter		25-25
Data	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	27-47
Concepts of Learning, Classification, and Regression	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	49-67
Knowledge Representation	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	69-91
Front Matter		93-93
Databases, Data Warehouses, and OLAP	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	95-131
Feature Extraction and Selection Methods	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	133-233
Discretization Methods	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	235-254
Front Matter		255-255
Unsupervised Learning: Clustering	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	257-288
Unsupervised Learning: Association Rules	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	289-306
Supervised Learning: Statistical Methods	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	307-379
Supervised Learning: Decision Trees, Rule Algorithms, and Their Hybrids	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	381-417
Supervised Learning: Neural Networks	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	419-451
Text Mining	Krzysztof J. Cios; Roman W. Swiniarski; Witold Pedrycz; Lukasz A. Kurgan	453-465
Front Matter		467-467
Chapters/Headings	Author(s)	Pages	Info

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