19 citations · 25 across the 7 of their papers we have counts for
8 papers
Agentic Business Process Management Systems
Marlon Dumas, Fredrik Milani, David Chapela-Campa
Since the early 90s, the evolution of the Business Process Management (BPM) discipline has been punctuated by successive waves of automation technologies. Some of these technologie…
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…
Why am I Waiting? Data-Driven Analysis of Waiting Times in Business Processes
Katsiaryna Lashkevich, Fredrik Milani, David Chapela-Campa +2
Waiting times in a business process often arise when a case transitions from one activity to another. Accordingly, analyzing the causes of waiting times of activity transitions can…
Repairing Activity Start Times to Improve Business Process Simulation
David Chapela-Campa, Marlon Dumas
Business Process Simulation (BPS) is a common technique to estimate the impact of business process changes, e.g. what would be the cycle time of a process if the number of traces i…
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…
Mining Frequent Patterns in Process Models
David Chapela-Campa, Manuel Mucientes, Manuel Lama
Process mining has emerged as a way to analyze the behavior of an organization by extracting knowledge from event logs and by offering techniques to discover, monitor and enhance r…