85 citations · 117 across the 13 of their papers we have counts for
14 papers · 1 filter
Discovering executable routine specifications from user interaction logs
Volodymyr Leno, Adriano Augusto, Marlon Dumas +3
Robotic Process Automation (RPA) is a technology to automate routine work such as copying data across applications or filling in document templates using data from multiple applica…
Automated Discovery of Process Models with True Concurrency and Inclusive Choices
Adriano Augusto, Marlon Dumas, Marcello La Rosa
Enterprise information systems allow companies to maintain detailed records of their business process executions. These records can be extracted in the form of event logs, which ca…
Identifying candidate routines for Robotic Process Automation from unsegmented UI logs
V. Leno, A. Augusto, M. Dumas +3
Robotic Process Automation (RPA) is a technology to develop software bots that automate repetitive sequences of interactions between users and software applications (a.k.a. routine…
Discovering Business Process Simulation Models in the Presence of Multitasking
Bedilia Estrada-Torres, Manuel Camargo, Marlon Dumas +1
Business process simulation is a versatile technique for analyzing business processes from a quantitative perspective. A well-known limitation of process simulation is that the acc…
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…