Lecture Notes in Business Information Processing
cover

Process Mining Workshops

ICPM 2020 International Workshops, Padua, Italy, October 5–8, 2020, Revised Selected Papers

Editors: Leemans, Sander, Leopold, Henrik (Eds.)

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About this book

This book constitutes revised selected papers from the International Workshops held at the Second International Conference on Process Mining, ICPM 2020, which took place during October 4-9, 2020. The conference was planned to take place in Padua, Italy, but had to be held online due to the COVID-19 pandemic.

The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located workshops provided a forum for novel research ideas. The 29 papers included in this volume were carefully reviewed and selected from 59 submissions. They stem from the following workshops:

1st International Workshop on Event Data and Behavioral Analytics (EDBA)

1st International Workshop on Leveraging Machine Learning in Process Mining (ML4PM)

1st International Workshop on Streaming Analytics for Process Mining (SA4PM'20)

5th International Workshop on Process Querying, Manipulation, and Intelligence (PQMI)

3rd International Workshop on Process-Oriented Data Science for Healthcare (PODS4H)

1st International Workshop on Trust and Privacy in Process Analytics (TPPA)

 

Table of contents (29 chapters)

Table of contents (29 chapters)
  • Visually Representing History Dependencies in Event Logs

    Pages 5-16

    Wetzel, Manuel (et al.)

  • Analysis of Business Process Batching Using Causal Event Models

    Pages 17-29

    Waibel, Philipp (et al.)

  • Process “Prospecting” to Improve Renewable Energy Interconnection Queues: A Case Study

    Pages 30-42

    Murphy, Gerry

  • Automated Discovery of Process Models with True Concurrency and Inclusive Choices

    Pages 43-56

    Augusto, Adriano (et al.)

  • A Novel Approach to Discover Switch Behaviours in Process Mining

    Pages 57-68

    Lu, Yang (et al.)

Buy this book

eBook $59.99
price for USA in USD
  • ISBN 978-3-030-72693-5
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $79.99
price for USA in USD
  • ISBN 978-3-030-72692-8
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Process Mining Workshops
Book Subtitle
ICPM 2020 International Workshops, Padua, Italy, October 5–8, 2020, Revised Selected Papers
Editors
  • Sander Leemans
  • Henrik Leopold
Series Title
Lecture Notes in Business Information Processing
Series Volume
406
Copyright
2021
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-72693-5
DOI
10.1007/978-3-030-72693-5
Softcover ISBN
978-3-030-72692-8
Series ISSN
1865-1348
Edition Number
1
Number of Pages
XIV, 400
Number of Illustrations
51 b/w illustrations, 101 illustrations in colour
Topics