27 citations · 65 across the 9 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.LG2020★ 6 cited
Time Matters: Time-Aware LSTMs for Predictive Business Process Monitoring
An Nguyen, Srijeet Chatterjee, Sven Weinzierl +3
Predictive business process monitoring (PBPM) aims to predict future process behavior during ongoing process executions based on event log data. Especially, techniques for the next…
cs.AI2020★ 2 cited
Conformance Checking for a Medical Training Process Using Petri net Simulation and Sequence Alignment
An Nguyen, Wenyu Zhang, Leo Schwinn +1
Process Mining has recently gained popularity in healthcare due to its potential to provide a transparent, objective and data-based view on processes. Conformance checking is a sub…
cs.LG2020★ 17 cited
An empirical comparison of deep-neural-network architectures for next activity prediction using context-enriched process event logs
S. Weinzierl, S. Zilker, J. Brunk +5
Researchers have proposed a variety of predictive business process monitoring (PBPM) techniques aiming to predict future process behaviour during the process execution. Especially,…