Introduction to Data Mining, Global Edition

Pang-Ning Tan, Michael Steinbach, Vipin Kumar, Anuj Karpatne (Autoren)

Buch | Softcover

864 Seiten

2019 | 2nd edition
Pearson Education Limited (Verlag)
978-0-273-76922-4 (ISBN)

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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.

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

Erscheint lt. Verlag	7.6.2019
Verlagsort	Harlow
Sprache	englisch
Maße	188 x 231 mm
Gewicht	1200 g
Themenwelt	Schulbuch / Wörterbuch
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
ISBN-10	0-273-76922-7 / 0273769227
ISBN-13	978-0-273-76922-4 / 9780273769224
Zustand	Neuware