Rule Based Systems for Big Data A Machine Learning Approach
The ideas introduced in this book explore the relationships among rule based systems, machine learning and big data. Rule based systems are seen as a special type of expert systems, which can be built by using expert knowledge or learning from real data. The book focuses on the development and evalu...
| Main Authors: | , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2016, 2016
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| Edition: | 1st ed. 2016 |
| Series: | Studies in Big Data
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Introduction
- Theoretical Preliminaries
- Generation of Classification Rules
- Simplification of Classification Rules
- Representation of Classification Rules
- Ensemble Learning Approaches
- Interpretability Analysis