Details
| Title | Advances in systems analysis, software engineering, and high performance computing (ASASEHPC) book series. — Implementation of machine learning algorithms using control-flow and dataflow paradigms |
|---|---|
| Creators | Milutinović Veljko |
| Collection | Электронные книги зарубежных издательств ; Общая коллекция |
| Subjects | Data mining. ; Algorithms. ; Machine learning. ; Data flow computing. ; EBSCO eBooks |
| Document type | Other |
| File type | |
| Language | English |
| Rights | Доступ по паролю из сети Интернет (чтение, печать, копирование) |
| Record key | on1287744863 |
| Record create date | 11/10/2021 |
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| Group | Anonymous |
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| Network | Internet |
"This is a reference book for experienced professionals, that treats four widely used data-mining algorithms in a novel way, offering a basic introduction with issues of importance, advantages and disadvantages of these algorithms"--.
| Network | User group | Action |
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| ILC SPbPU Local Network | All |
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| Internet | Authorized users SPbPU |
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| Internet | Anonymous |
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- Cover
- Title Page
- Copyright Page
- Book Series
- Table of Contents
- Preface
- Introduction
- Chapter 1: Introduction to Data Mining
- Chapter 2: Classification Algorithms and Control-Flow Implementation
- Chapter 3: Classification Algorithms and Dataflow Implementation
- Chapter 4: Scientific Applications of Machine Learning Algorithms
- Chapter 5: Business and Industrial Applications of Machine Learning Algorithms
- Chapter 6: Implementation Details of Neural Networks Using Dataflow
- Chapter 7: Implementation Details of Decision Tree Algorithms Using Dataflow
- Chapter 8: Implementation Details of Rule-Based Algorithms Using Dataflow
- Chapter 9: Implementation Details of Density-Based Algorithms Using Dataflow
- Chapter 10: Issues Related to Acceleration of Algorithms
- Conclusion
- Glossary
- Related Readings
- About the Authors
- Index
