Process mining techniques for pattern recognition concepts, theory, and practice / edited by Vikash Yadav, Anil Kumar Dubey, Gaurav Dubey, Harivans Pratap Singh, and Erma Suryani.

Other author Yadav, Vikash.
Format Electronic
EditionFirst edition.
Publication InfoBoca Raton, FL : CRC Press, 2022.
Description1 online resource
Supplemental ContentFull text available from Taylor & Francis eBooks
Subjects

Abstract "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. Process Mining Techniques for Pattern Recognition: Concepts, Theory, and Practice provides an introduction of process mining techniques and pattern recognition, and delivers the fundamentals of process modelling and mining. It emphasizes process discovery as an important process mining task and includes case studies as well as real-life examples to guide the reader to successfully applying process mining techniques for pattern recognition in practice. Intended to be an introduction to process mining and pattern recognition for students, academics, and practitioners, this book is perfect for those who want to learn the basics and also gain an understanding of the concepts on a deeper level"-- Provided by publisher.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Source of descriptionDescription based on print version record and CIP data provided by publisher.
Issued in other formPrint version: Process mining techniques for pattern recognition First edition. Boca Raton, FL : CRC Press, 2022 9780367770495
Genre/formElectronic books.
LCCN 2021043563
ISBN9781000540598 (epub)
ISBN9781003169550 (ebk)
ISBN(hbk)
ISBN(pbk)