PROCESS MINING TECHNIQUES FOR PATTERN RECOGNITION concepts, theory, and.

"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 scie...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Yadav, Vikash (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [S.l.] : CRC PRESS, 2022.
Temas:
Systems engineering.
Pattern perception.
Data mining.
Data Mining
Ingénierie des systèmes.
Perception des structures.
Exploration de données (Informatique)
systems engineering.
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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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