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cs.LG2023
PELP: Pioneer Event Log Prediction Using Sequence-to-Sequence Neural Networks
Wenjun Zhou, Artem Polyvyanyy, James Bailey
Process mining, a data-driven approach for analyzing, visualizing, and improving business processes using event logs, has emerged as a powerful technique in the field of business p…
cs.AI2023
Stochastic Directly-Follows Process Discovery Using Grammatical Inference
Hanan Alkhammash, Artem Polyvyanyy, Alistair Moffat
Starting with a collection of traces generated by process executions, process discovery is the task of constructing a simple model that describes the process, where simplicity is o…