Overview of discovery algorithms applied in or developed for coPM
| Algorithm | Developed for coPM | Referenced in | Original article(s) |
|---|---|---|---|
| Heuristic mining | – | Engel et al. (2012, 2016), Krathu et al. (2014), Mans et al. (2008), Maruster et al. (2003), Partington et al. (2015), Rozsnyai et al. (2012), Suriadi et al. (2014) | Weijters and Van Der Aalst (2001), Weijters et al. (2006), Weijters and Van der Aalst (2003) |
| Fuzzy mining | – | Partington et al. (2015), Suriadi et al. (2014) | Günther and Van der Aalst (2007) |
| Algorithm for merging rule suggestions | X | Claes and Poels (2014) | Claes and Poels (2014) |
| Online Declare miner | – | Bernardi et al. (2014) | Maggi et al. (2013) |
| Evolutionary Tree Mining algorithm | – | Buijs and Reijers (2014), Buijs et al. (2013) | Buijs et al. (2012a) |
| Message Flow Mining | X | Engel and Bose (2014), Engel et al. (2013a, 2016), Krathu et al. (2014) | Engel et al. (2012, a) |
| Physical Activity Mining | X | Engel and Bose (2014), Engel et al. (2013a, 2016) | Engel et al. (2013a) |
| Alpha-T algorithm | – | Lamghari et al. (2020) | Hermawan and Sarno (2018) |
| Passage mining | – | Suriadi et al. (2014) | van der Aalst (2012) |
| Inductive mining | – | Morales-Sandoval et al. (2021), Yilmaz and Senkul (2015) | Leemans et al. (2013) |
| Organizational Mining algorithm | – | Deokar and Tao (2020) | Deokar and Tao (2020) |
| Alpha Mining | – | Rozsnyai et al. (2012) | van der Aalst et al. (2004) |
| Biased (A custom-built algorithm) | – | Rozsnyai et al. (2012) | Rozsnyai et al. (2012) |
| Virtual organization structure modeling algorithm | X | Li (2010) | Li (2010) |
| Split Miner | – | Corradini et al. (2022), Hernandez-Resendiz et al. (2021) | Augusto et al. (2019a) |
| Abstraction-based approach for privacy-aware inter-organizational process mining | X | Rafiei and Van Der Aalst (2023) | Rafiei and Van Der Aalst (2023) |
| Algorithm for intra-department healthcare process discovery and algorithm for Collaboration Pattern Discovery | X | Liu et al. (2023b) | Liu et al. (2023b) |
| Decision Tree Miner | Kim et al. (2020) | Kim et al. (2014) | |
| Hierarchical miner (Hierarchical behavioral model discovery approach) | X | Liu (2020), Liu et al. (2023a) | Liu (2020), Liu et al. (2023a) |
| Cross-silo process discovery algorithm | X | Khan et al. (2021) | Khan et al. (2021) |
| Top-Level discovery, Bottom-Level discovery, and integration algorithms | X | Zeng et al. (2020) | Zeng et al. (2020) |
| Algorithm | Developed for coPM | Referenced in | Original article(s) |
|---|---|---|---|
| Heuristic mining | – | ||
| Fuzzy mining | – | ||
| Algorithm for merging rule suggestions | X | ||
| Online Declare miner | – | ||
| Evolutionary Tree Mining algorithm | – | ||
| Message Flow Mining | X | ||
| Physical Activity Mining | X | ||
| Alpha-T algorithm | – | ||
| Passage mining | – | ||
| Inductive mining | – | ||
| Organizational Mining algorithm | – | ||
| Alpha Mining | – | ||
| Biased (A custom-built algorithm) | – | ||
| Virtual organization structure modeling algorithm | X | ||
| Split Miner | – | ||
| Abstraction-based approach for privacy-aware inter-organizational process mining | X | ||
| Algorithm for intra-department healthcare process discovery and algorithm for Collaboration Pattern Discovery | X | ||
| Decision Tree Miner | |||
| Hierarchical miner (Hierarchical behavioral model discovery approach) | X | ||
| Cross-silo process discovery algorithm | X | ||
| Top-Level discovery, Bottom-Level discovery, and integration algorithms | X |
Source(s): Table by authors
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