19 citations · 25 across the 7 of their papers we have counts for
4 papers · 1 filter
What's Coming Next? Short-Term Simulation of Business Processes from Current State
Maksym Avramenko, David Chapela-Campa, Marlon Dumas +1
Business process simulation is an approach to evaluate business process changes prior to implementation. Existing methods in this field primarily support tactical decision-making,…
Efficient Online Computation of Business Process State From Trace Prefixes via N-Gram Indexing
David Chapela-Campa, Marlon Dumas
This paper addresses the following problem: Given a process model and an event log containing trace prefixes of ongoing cases of a process, map each case to its corresponding state…
Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models
David Chapela-Campa, Ismail Benchekroun, Opher Baron +3
Business Process Simulation (BPS) is an approach to analyze the performance of business processes under different scenarios. For example, BPS allows us to estimate what would be th…
Enhancing Business Process Simulation Models with Extraneous Activity Delays
David Chapela-Campa, Marlon Dumas
Business Process Simulation (BPS) is a common approach to estimate the impact of changes to a business process on its performance measures. For example, it allows us to estimate wh…