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Process Mining Techniques for Pattern Recognition
ISBN-13:
9781000540598
Veröffentl:
2022
Seiten:
180
Autor:
Vikash Yadav
eBook Typ:
EPUB
eBook Format:
EPUB
Kopierschutz:
0 - No protection
Sprache:
Englisch
Beschreibung:
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.
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.
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