Advanced Data Mining Techniques

Part I. Introduction

1. Introduction
David L. Olson, Dursun Delen

2. Data Mining Process
David L. Olson, Dursun Delen

Part II. Data Mining Methods As Tools

3. Memory-Based Reasoning Methods
David L. Olson, Dursun Delen

4. Association Rules in Knowledge Discovery
David L. Olson, Dursun Delen

5. Fuzzy Sets in Data Mining
David L. Olson, Dursun Delen

6. Rough Sets
David L. Olson, Dursun Delen

7. Support Vector Machines
David L. Olson, Dursun Delen

8. Genetic Algorithm Support to Data Mining
David L. Olson, Dursun Delen

9. Performance Evaluation for Predictive Modeling
David L. Olson, Dursun Delen

Part III. Applications

10. Applications of Methods
David L. Olson, Dursun Delen

DRM-restrictions

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Nyckelord: BUSINESS & ECONOMICS / Management Science BUS042000