Data Mining

Jürgen Cleve; Uwe Lämmel

Published by De Gruyter Oldenbourg 2014

Data Mining

Jürgen Cleve and Uwe Lämmel

In the series De Gruyter Studium

https://doi.org/10.1524/9783486720341

Overview
Contents

About this book

The mountains of data in modern databases conceal undiscovered knowledge that can only be brought to light with the right tools. Data Mining seeks to provide methods and algorithms to uncover previously unknown connections. The book covers the material in a one-semester university or technical college course on data mining and is conceived as a classical textbook. It includes summaries, numerous examples, and practice exercises.

One of the first German textbooks on data mining – with numerous examples and practice exercises.

Author / Editor information

Prof. Dr. Jürgen Cleve, Hochschule Wismar

Prof. Dr. Uwe Lämmel, Hochschule Wismar

Supplementary Materials

Topics

Frontmatter Publicly Available Download PDF	I
Vorwort Requires Authentication Unlicensed Licensed Download PDF	V
Inhaltsverzeichnis Publicly Available Download PDF	IX
1 Einführung Requires Authentication Unlicensed Licensed Download PDF	1
2 Grundlagen des Data Mining Requires Authentication Unlicensed Licensed Download PDF	37
3 Anwendungsklassen Requires Authentication Unlicensed Licensed Download PDF	57
4 Wissensrepräsentation Requires Authentication Unlicensed Licensed Download PDF	69
5 Klassifikation Requires Authentication Unlicensed Licensed Download PDF	83
6 Cluster-Analyse Requires Authentication Unlicensed Licensed Download PDF	135
7 Assoziationsanalyse Requires Authentication Unlicensed Licensed Download PDF	175
8 Datenvorbereitung Requires Authentication Unlicensed Licensed Download PDF	195
9 Bewertung Requires Authentication Unlicensed Licensed Download PDF	221
10 Eine Data-Mining-Aufgabe Requires Authentication Unlicensed Licensed Download PDF	245
A Anhang Requires Authentication Unlicensed Licensed Download PDF	275
Abbildungsverzeichnis Requires Authentication Unlicensed Licensed Download PDF	283
Tabellenverzeichnis Requires Authentication Unlicensed Licensed Download PDF	291
Verzeichnis der Symbole Requires Authentication Unlicensed Licensed Download PDF	293
Verzeichnis der Abkürzungen Requires Authentication Unlicensed Licensed Download PDF	295
Literaturverzeichnis Requires Authentication Unlicensed Licensed Download PDF	297
Index Requires Authentication Unlicensed Licensed Download PDF	303

(Deutsch)

Language: German
Publisher: De Gruyter Oldenbourg
Audience: For university and technical college students in Master’s level courses of study related to computer science.
Pages
- Front matter: 12
- Main content: 306
Illustrations
- Illustrations: 156
- Tables: 44
Keywords: Data mining; KNIME [Konstanz Information Miner] workflow; algorithms; cloud computing

eBook

Published: February 3, 2014
ISBN: 9783486720341