Process Mining Techniques for Pattern Recognition: Concepts, Theory, and Practice

ISBN-13: 9780367770495 / Angielski / Twarda / 2022 / 168 str.

Vikash Yadav; Anil Kumar Dubey; Harivans Pratap Singh

Opis

This book presents the theory and practice of Process Mining Techniques with a detailed focus on Pattern Recognition of diverse themes: Society, Science, Medical, Engineering, and business. The book discusses several perspectives of process mining techniques in the broader context of data science and big data approaches.

Spis treści

Part I: Introduction to Process Mining Techniques. 1. Concepts of Data Mining and Process Mining. 2. Process Mining Techniques. 3. Quality Criteria. Part II: Difficulties to Apply Process Mining in Practice. 4. Applying Process Mining Techniques to Different Tasks. 5. Process Mining Techniques: Issues. Part III: Process Mining Techniques for Pattern Recognition. 6. Pattern Recognition. 7. Role of Process Mining Techniques for Pattern Recognition. 8. Emerging Application and Research Trends. 9. Future Challenge in Pattern Recognition. 10. Case Study.