85 citations · 162 across the 12 of their papers we have counts for
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cs.AI2018★ 1 cited
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
Ilya Verenich, Marlon Dumas, Marcello La Rosa +2
Predictive business process monitoring methods exploit historical process execution logs to generate predictions about running instances (called cases) of a business process, such…
cs.LG2018
Discovering Process Maps from Event Streams
Volodymyr Leno, Abel Armas-Cervantes, Marlon Dumas +2
Automated process discovery is a class of process mining methods that allow analysts to extract business process models from event logs. Traditional process discovery methods extra…