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Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-Level Simulations
12 references·0 citing·47 second hop
Hybrid Business Process Simulation: Updating Detailed Process Simulation Models Using High-Level Simulations (2022)Hybrid Business Process Simulation: Updat…Interactive Process Improvement Using Simulation of Enriched Process Trees (2022)Interactive Process Improveme…Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models (2021)Extracting Process Features f…Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining (2020)Supporting Automatic System D…Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics (2020)Semi-automated Time-Granulari…Automated discovery of business process simulation models from event logs (2020)Automated discovery of busine…Scenario-Based Prediction of Business Processes Using System Dynamics (2019)Scenario-Based Prediction of …Lessons from mixing OR methods in practice: using DES and SD to explore a radiotherapy treatment planning process (2016)Lessons from mixing OR method…Combining discrete-event simulation and system dynamics in a healthcare setting: A composite model for Chlamydia infection (2014)Combining discrete-event simu…Business Process Simulation Survival Guide (2014)Business Process Simulation S…Towards the holy grail: Combining system dynamics and discrete-event simulation in healthcare (2010)Towards the holy grail: Combi…Discovering simulation models (2008)Discovering simulation modelsDiscovering colored Petri nets from event logs (2007)Discovering colored Petri net…Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)YAWL: yet another workflow language (2004)Workflow Simulation for Operational Decision Support Using Design, Historic and State Information (2008)Business Process Mining from E-Commerce Web Logs (2013)Process Mining in the Large: A Tutorial (2014)Business Dynamics: Systems Thinking and Modeling for a Complex World (2000)System Dynamics: Systems Thinking and Modeling for a Complex World (2002)A taxonomy of model structures for economic evaluation of health technologies (2006)Purpose and benefits of hybrid simulation: Contributing to the convergence of its definition (2017)How simulation modelling can help reduce the impact of COVID-19 (2020)A review of applications of operational research in healthcare coordination in disaster management (2021)Simulation Modeling and Analysis. (1983)Process innovation: reengineering work through information technology (1993)Reengineering the Corporation (1993)Workflow simulation for operational decision support (2009)Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization (2012)Open, Closed, and Mixed Networks of Queues with Different Classes of Customers (1975)Stochastic Simulation (1987)Business Process Analytics (2014)The Use of Process Mining in Business Process Simulation Model Construction (2015)Mining Resource Profiles from Event Logs (2017)All you need to know about action research (2006)Industrial Dynamics: A Major Breakthrough for Decision Makers (2012)Simulation: The Practice of Model Development and Use (2014)Process Mining (2016)Predictive Business Process Monitoring with LSTM Neural Networks (2017)Improving the performance of process discovery algorithms by instance selection (2020)Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics (2020)Removing Operational Friction Using Process Mining: Challenges Provided by the Internet of Production (IoP) (2021)Fundamentals of Business Process Management (2013)Fundamentals of Business Process Management (2018)Recommendations for enhancing the usability and understandability of process mining in healthcare (2020)Discovering business process simulation models in the presence of multitasking and availability constraints (2021)Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning (2022)Correlation Coefficients: Appropriate Use and Interpretation (2018)A Framework for Explainable Concept Drift Detection in Process Mining (2021)A review of AI and machine learning contribution in business process management (process enhancement and process improvement approaches) (2024)A Pragmatic View of Knowledge and Boundaries: Boundary Objects in New Product Development (2002)Discrete-event simulation: from the pioneers to the present, what next? (2004)Mathematical modelling for health systems research: a systematic review of system dynamics and agent-based models (2019)A System Dynamics Simulation Applied to Healthcare: A Systematic Review (2020)Autonomous electric vehicles can reduce carbon emissions and air pollution in cities (2022)All models are wrong: reflections on becoming a systems scientist (2002)Remaining Time Prediction for Processes with Inter-case Dynamics (2022)Graph-based feature extraction on object-centric event logs (2023)Enhancing business process simulation models with extraneous activity delays (2024)
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References

  • 2008Discovering simulation models295 cited
  • 2020Automated discovery of business process simulation models from event logs153 cited
  • 2010Towards the holy grail: Combining system dynamics and discrete-event simulation in healthcare147 cited
  • 2014Business Process Simulation Survival Guide117 cited
  • 2014Combining discrete-event simulation and system dynamics in a healthcare setting: A composite model for Chlamydia infection116 cited
  • 2007Discovering colored Petri nets from event logs76 cited
  • 2020Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining48 cited
  • 2016Lessons from mixing OR methods in practice: using DES and SD to explore a radiotherapy treatment planning process26 cited
  • 2021Extracting Process Features from Event Logs to Learn Coarse-Grained Simulation Models23 cited
  • 2019Scenario-Based Prediction of Business Processes Using System Dynamics21 cited
  • 2020Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics14 cited
  • 2022Interactive Process Improvement Using Simulation of Enriched Process Trees13 cited

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