Grohmann, Nico: Fundamental Data Mining Techniques for Declarative Process Mining. 2022
Inhalt
- Preface
- Acknowledgements
- Contents
- List of Figures
- List of Tables
- Introduction
- Foundations
- Digitalization of Companies
- Business Process Management and Process Mining
- The Horus Method
- Imperative Process Modeling
- Declarative Process Modeling
- Multi-perspective Declarative Constraints
- Process Mining
- Data Mining Techniques for Pattern Discovery
- Combining Data and Process Mining
- Applying Pattern and Rule Mining on Process Event Data
- Evaluation
- Related Research and Conclusions
- Related Work
- Prior Work on Declarative Process Discovery
- Multi-perspective Declarative Process Modeling and Mining
- Related Research for Declarative Process Modeling and Mining
- Conclusions
- Bibliography
- List of Web Pages
- List of Abbreviations
- Overview of the Declare Template Set