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Data mining : concepts and techniques
Başlık:
Data mining : concepts and techniques
Yazar:
Han, Jiawei.
ISBN:
9780123814807
9780123814791
9786613171177
Yazar Ek Girişi:
Basım Bilgisi:
3rd ed.
Yayın Bilgileri:
Burlington : Elsevier Science, 2011.
Fiziksel Tanımlama:
1 online resource (744 pages) : illustrations
Seri:
Morgan Kaufmann series in data management systems
Morgan Kaufmann series in data management systems.
İçerik:
Front Cover; Data Mining: Concepts and Techniques; Copyright; Dedication; Table of Contents; Foreword; Foreword to Second Edition; Preface; Acknowledgments; About the Authors; Chapter 1. Introduction; Chapter 2. Getting to Know Your Data; Chapter 3. Data Preprocessing; Chapter 4. Data Warehousing and Online Analytical Processing; Chapter 5. Data Cube Technology; Chapter 6. Mining Frequent Patterns, Associations, and Correlations: Basic Concepts and Methods; Chapter 7. Advanced Pattern Mining; Chapter 8. Classification: Basic Concepts; Chapter 9. Classification: Advanced Methods.
Chapter 10. Cluster Analysis: Basic Concepts and MethodsChapter 11. Advanced Cluster Analysis; Chapter 12. Outlier Detection; Chapter 13. Data Mining Trends and Research Frontiers; Bibliography; Index.
Özet:
The increasing volume of data in modern business and science calls for more complex and sophisticated tools. Although advances in data mining technology have made extensive data collection much easier, it's still always evolving and there is a constant need for new techniques and tools that can help us transform this data into useful information and knowledge. Since the previous edition's publication, great advances have been made in the field of data mining. Not only does the third of edition of Data Mining: Concepts and Techniques continue the tradition of equipping you with an understandin.
Tür:
Elektronik Erişim:
ScienceDirect https://www.sciencedirect.com/science/book/9780123814791Mevcut:*
Yer Numarası | Demirbaş Numarası | Shelf Location | Lokasyon / Statüsü / İade Tarihi |
|---|---|---|---|
| QA76.9 .D343 H36 2011 EB | 1183813-1001 | Elsevier E-Kitap Koleksiyonu | Arıyor... |
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