Introduction to Data Mining, Global Edition
Heftet /
2019
/ Engelsk
Produktdetaljer
ISBN
9780273769224
Publisert
2019-06-07
Utgave
2. utgave
Utgiver
Vendor
Pearson Education Limited
Vekt
1200 gr
Høyde
231 mm
Bredde
188 mm
Dybde
33 mm
Aldersnivå
UF, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
864
Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.
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- 1 Introduction
- 2 Data
- 3 Classification: Basic Concepts and Techniques
- 4 Association Analysis: Basic Concepts and Algorithms
- 5 Cluster Analysis: Basic Concepts and Algorithms
- 6 Classification: Alternative Techniques
- 7 Association Analysis: Advanced Concepts
- 8 Cluster Analysis: Additional Issues and Algorithms
- 9 Anomaly Detection
- 10 Avoiding False Discoveries
- Author Index
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- Provides both theoretical and practical coverage of all data mining topics.
- Includes extensive number of integrated examples and figures.
- Assumes only a modest statistics or mathematics background, and no database knowledge is needed.
- Topics covered include; predictive modeling, association analysis, clustering, anomaly detection, visualization.
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Produktdetaljer
ISBN
9780273769224
Publisert
2019-06-07
Utgave
2. utgave
Utgiver
Vendor
Pearson Education Limited
Vekt
1200 gr
Høyde
231 mm
Bredde
188 mm
Dybde
33 mm
Aldersnivå
UF, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
864