Concepedia

Heuristic Mining

Heuristic Mining is a process discovery method that constructs process models from event logs by leveraging frequency-based heuristics to identify causal dependencies between activities, distinguishing itself from other process mining techniques through its robustness to noise and incompleteness in the data.

34

Publications

1.7K

Citations

93

Authors

38

Institutions

Publications per year

2017–2026

17

Parents

Publications

34

Flexible Heuristics Miner (FHM)

A.J.M.M. Weijters, Joël Ribeiro · 2011 · 469 citations · Full text

, , +8

Process mining with the HeuristicsMiner algorithm

A.J.M.M. Weijters, van der W.M.P. Aalst, Ana Karla Alves de Medeiros · TU/e Research Portal · 2006 · 434 citations · Full text

, , +7

Control-flow discovery from event streams

Andrea Burattin, Alessandro Sperduti, Wil M. P. van der Aalst · 2014 · 82 citations

, , +13

A survey on association rules mining using heuristics

Seyed Mohssen Ghafari, Christos Tjortjis · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2019 · 64 citations

, , +12

Heuristics Miners for Streaming Event Data

Andrea Burattin, Alessandro Sperduti, Wil M. P. van der Aalst · arXiv (Cornell University) · 2012 · 62 citations · Full text

, , +14

1–5 of 34

Authors

93

  1. AS
    Alessandro Sperduti

    University of Padua, Italy

    3 publications · 157 citations

    3

    h-index

  2. AB
    Andrea Burattin

    Technical University of Denmark, Denmark

    3 publications · 157 citations

    3

    h-index

  3. RS
    Riyanarto Sarno

    Sepuluh Nopember Institute of Technology, Indonesia

    3 publications · 85 citations

    3

    h-index

  4. WM
    Wil M. P. van der Aalst

    Eindhoven University of Technology, Netherlands

    3 publications · 154 citations

    3

    h-index

  5. WP
    Wichian Premchaiswadi

    Siam University, Thailand

    2 publications · 49 citations

    2

    h-index

1–5 of 93

Institutions

38

  1. Sepuluh Nopember Institute of Technology

    Surabaya, Indonesia

    5 h-index

    14 publications

    508 citations

  2. Eindhoven University of Technology

    Eindhoven, The Netherlands

    3 h-index

    4 publications

    1.1K citations

  3. University of Birmingham

    Birmingham, United Kingdom

    2 h-index

    4 publications

    46 citations

  4. Siam University

    Bangkok, Thailand

    2 h-index

    6 publications

    147 citations

  5. Monash University

    Melbourne, Australia

    2 h-index

    3 publications

    102 citations

  6. University of Padua

    Padua, Italy

    2 h-index

    4 publications

    150 citations

  7. Politecnico di Milano

    Milan, Italy

    1 h-index

    4 publications

    44 citations

  8. Huaqiao University

    Xiamen, China

    1 h-index

    1 publications

    16 citations

1–8 of 38

Venues

  1. TU/e Research Portal

    Repository · 2 publications · 455 citations

    2

    h-index

  2. IEEE Access

    1 publications · 11 citations

    1

    h-index

  3. 1

    h-index

  4. Business Process Management Journal

    BPMJ · 1 publications · 17 citations

    1

    h-index

  5. 1

    h-index

1–5