Browsing by Autor "Marlon Dumas"
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Item type: Item , Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning(European Organization for Nuclear Research, 2022) Manuél Camargo; Daniel Barón; Marlon Dumas; Oscar González-RojasData and generative models for research article<em> Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning</em>.Item type: Item , Reproducibility package for "Discovering Generative Models from Event Logs: Data-driven Simulation vs Deep Learning"(European Organization for Nuclear Research, 2020) Manuel Camargo; Marlon Dumas; Oscar González-RojasData and generative models for research article <em>Discovering Generative Models from Event Logs: Data-driven Simulation vs Deep Learning</em>. This record contains the complete and partitioned event logs, deep learning generative models (*.h5 format), simulation models for the BIMP simulator (*.bpmn format), and all the raw and summarized results of the paper. The source code of the project can be found at https://github.com/AdaptiveBProcess/DDSvsDL