527 citations · 1.5k across the 47 of their papers we have counts for
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Business Process Variant Analysis: Survey and Classification
Farbod Taymouri, Marcello La Rosa, Marlon Dumas +1
Process variant analysis aims at identifying and addressing the differences existing in a set of process executions enacted by the same process model. A process model can be execut…
Secure Multi-Party Computation for Inter-Organizational Process Mining
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas +3
Process mining is a family of techniques for analysing business processes based on event logs extracted from information systems. Mainstream process mining tools are designed for i…
Scalable Alignment of Process Models and Event Logs: An Approach Based on Automata and S-Components
Daniel Reißner, Abel Armas-Cervantes, Raffaele Conforti +3
Given a model of the expected behavior of a business process and an event log recording its observed behavior, the problem of business process conformance checking is that of ident…
Automated Discovery of Business Process Simulation Models from Event Logs
Manuel Camargo, Marlon Dumas, Oscar González-Rojas
Business process simulation is a versatile technique to estimate the performance of a process under multiple scenarios. This, in turn, allows analysts to compare alternative option…
Interpreted Execution of Business Process Models on Blockchain
Orlenys López-Pintado, Marlon Dumas, Luciano García-Bañuelos +1
Blockchain technology provides a tamper-proof mechanism to execute inter-organizational business processes involving mutually untrusted parties. Existing approaches to blockchain-b…
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa +4
Predictive process monitoring is a family of techniques to analyze events produced during the execution of a business process in order to predict the future state or the final outc…