Introduction to Data Mining
Gebonden Engels 2018 2e druk 9780133128901Samenvatting
Introducing the fundamental concepts and algorithms of data mining
Introduction to Data Mining, 2nd Edition, gives a comprehensive overview of the background and general themes of data mining and is designed to be useful to students, instructors, researchers, and professionals. Presented in a clear and accessible way, the book outlines fundamental concepts and algorithms for each topic, thus providing the reader with the necessary background for the application of data mining to real problems. The text helps readers understand the nuances of the subject, and includes important sections on classification, association analysis, and cluster analysis. This edition improves on the first iteration of the book, published over a decade ago, by addressing the significant changes in the industry as a result of advanced technology and data growth.
Specificaties
Lezersrecensies
Inhoudsopgave
- Introduction
- Data
- Classification: Basic Concepts and Techniques
- Classification: Alternative Techniques
- Association Analysis: Basic Concepts and Algorithms
- Association Analysis: Advanced Concepts
- Cluster Analysis: Basic Concepts and Algorithms
- Cluster Analysis: Additional Issues and Algorithms
- Anomaly Detection
- Avoiding False Discoveries
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan