Concepedia

Event Log Cleaning

Event Log Cleaning is a process within the field of Process Mining that involves the systematic identification, correction, and removal of inaccurate, incomplete, duplicate, or otherwise erroneous event data in an event log to ensure the reliability and validity of subsequent process analysis.

32

Publications

1.5K

Citations

87

Authors

51

Institutions

Publications per year

2017–2026

16

Parents

Publications

32

A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs

Jochen De Weerdt, Manu De Backer, Jan Vanthienen et al. · Information Systems · 2012 · 215 citations

, , +11

Filtering Out Infrequent Behavior from Business Process Event Logs

Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede · IEEE Transactions on Knowledge and Data Engineering · 2016 · 157 citations

, , +10

An alignment-based framework to check the conformance of declarative process models and to preprocess event-log data

Massimiliano de Leoni, Fabrizio Maria Maggi, Wil M. P. van der Aalst · Information Systems · 2014 · 96 citations

, , +15

Filtering out infrequent behavior from business process event logs

Raffaele Conforti, Marcello La Rosa, Arthur H. M. ter Hofstede · QUT ePrints (Queensland University of Technology) · 2017 · 92 citations · Full text

, , +10

Autoencoders for improving quality of process event logs

Hoang Thi Cam Nguyen, Suhwan Lee, Jongchan Kim et al. · Expert Systems with Applications · 2019 · 77 citations

, , +12

1–5 of 32

Authors

87

  1. AH
    Arthur H. M. ter Hofstede

    Queensland University of Technology, Australia

    6 publications · 406 citations

    6

    h-index

  2. WM
    Wil M. P. van der Aalst

    Eindhoven University of Technology, Netherlands

    4 publications · 214 citations

    4

    h-index

  3. RC
    Raffaele Conforti

    Queensland University of Technology, Australia

    4 publications · 290 citations

    4

    h-index

  4. ML
    Marcello La Rosa

    University of Tartu, Estonia

    4 publications · 290 citations

    4

    h-index

  5. MT
    Moe Thandar Wynn

    Queensland University of Technology, Australia

    3 publications · 132 citations

    3

    h-index

1–5 of 87

Institutions

51

  1. Queensland University of Technology

    Brisbane, Australia

    6 h-index

    22 publications

    1.3K citations

  2. Eindhoven University of Technology

    Eindhoven, The Netherlands

    6 h-index

    10 publications

    711 citations

  3. Ulsan National Institute of Science and Technology

    Ulsan, South Korea

    3 h-index

    7 publications

    413 citations

  4. KU Leuven

    Leuven, Belgium

    3 h-index

    11 publications

    1.2K citations

  5. Ghent University

    Ghent, Belgium

    3 h-index

    4 publications

    367 citations

  6. HOGENT University of Applied Sciences and Arts

    Ghent, Belgium

    2 h-index

    2 publications

    285 citations

  7. University of Southampton

    Southampton, United Kingdom

    2 h-index

    2 publications

    285 citations

  8. University of Lisbon

    Lisbon, Portugal

    2 h-index

    2 publications

    67 citations

1–8 of 51

Venues

  1. Information Systems

    6 publications · 436 citations

    6

    h-index

  2. Knowledge-Based Systems

    4 publications · 149 citations

    4

    h-index

  3. Expert Systems with Applications

    3 publications · 136 citations

    3

    h-index

  4. Decision Support Systems

    3 publications · 133 citations

    3

    h-index

  5. Information Systems Frontiers

    2 publications · 38 citations

    2

    h-index

1–5