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Data-Driven Simulation In Process Mining: Introducing A Reference Model
16 references·0 citing·47 second hop
Data-Driven Simulation In Process Mining: Introducing A Reference Model (2023)Data-Driven Simulation In Process Mining:…Discovering business process simulation models in the presence of multitasking and availability constraints (2021)Discovering business process …Automated discovery of business process simulation models from event logs (2020)Automated discovery of busine…Unbiased, Fine-Grained Description of Processes Performance from Event Data (2018)Unbiased, Fine-Grained Descri…Conformance Checking (2018)Conformance CheckingBusiness Process Simulation Revisited (2010)Business Process Simulation R…Redesigning business processes: a methodology based on simulation and process mining techniques (2009)Redesigning business processe…Agent-based modeling and simulation (2009)Agent-based modeling and simu…Workflow Simulation for Operational Decision Support Using Design, Historic and State Information (2008)Workflow Simulation for Opera…Towards comprehensive support for organizational mining (2008)Towards comprehensive support…Discovering simulation models (2008)Discovering simulation modelsBusiness Process Simulation for Operational Decision Support (2008)Business Process Simulation f…Performance Analysis of Business Processes through Process Mining (2007)Performance Analysis of Busin…Discovering colored Petri nets from event logs (2007)Discovering colored Petri net…Business process simulation - tool survey (2006)Business process simulation -…The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…Discrete-Event Simulation : Modeling, Programming, and Analysis (2001)Discrete-Event Simulation : M…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)Reengineering the corporation: A manifesto for business revolution (1993)Reengineering the Corporation: A Manifesto for Business Revolution (1994)The New Industrial Engineering: Information Technology and Business Process Redesign (2011)The Use of Process Mining in Business Process Simulation Model Construction (2015)Adoption, use and management of process mining in practice (2020)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Discovering models of software processes from event-based data (1998)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Business process mining: An industrial application (2006)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Semantics and analysis of business process models in BPMN (2008)Workflow Patterns (2003)Engineering Psychology and Human Performance (2015)Mining Resource Profiles from Event Logs (2017)The ClearPath Method for Care Pathway Process Mining and Simulation (2019)Role-based access control models (1996)Proposed NIST standard for role-based access control (2001)Process mining techniques and applications – A systematic mapping study (2019)Process mining for healthcare: Characteristics and challenges (2022)Business process simulation (1995)Design and Control of Workflow Processes (2003)YAWL: yet another workflow language (2004)Business Process Simulation (2010)Workflow simulation for operational decision support using event graph through process mining (2011)Prescriptive Business Process Monitoring for Recommending Next Best Actions (2020)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)Learning Accurate Business Process Simulation Models from Event Logs via Automated Process Discovery and Deep Learning (2022)The Swarm Simulation System: A Toolkit for Building Multi-Agent Simulations (1996)Business Dynamics: Systems Thinking and Modeling for a Complex World (2000)Agent-based modeling: Methods and techniques for simulating human systems (2002)Agent-based simulation tutorial - simulation of emergent behavior and differences between agent-based simulation and discrete-event simulation (2010)Information Diffusion among Agents: Implications for Humanitarian Operations (2013)Agent-Based Modeling of Noncommunicable Diseases: A Systematic Review (2015)To batch or not to batch? (2004)Chapter 11 Rare-Event Simulation Techniques: An Introduction and Recent Advances (2006)A Programming Model for Time-Synchronized Distributed Real-Time Systems (2007)Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Event abstraction in process mining: literature review and taxonomy (2020)Process Mining: A 360 Degree Overview (2022)
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References

  • 2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
  • 2009Agent-based modeling and simulation544 cited
  • 2008Towards comprehensive support for organizational mining347 cited
  • 2018Conformance Checking334 cited
  • 2001Discrete-Event Simulation : Modeling, Programming, and Analysis326 cited
  • 2008Discovering simulation models295 cited
  • 2020Automated discovery of business process simulation models from event logs153 cited
  • 2009Redesigning business processes: a methodology based on simulation and process mining techniques119 cited
  • 2010Business Process Simulation Revisited87 cited
  • 2008Business Process Simulation for Operational Decision Support84 cited
  • 2007Discovering colored Petri nets from event logs76 cited
  • 2006Business process simulation - tool survey59 cited
  • 2008Workflow Simulation for Operational Decision Support Using Design, Historic and State Information57 cited
  • 2021Discovering business process simulation models in the presence of multitasking and availability constraints51 cited
  • 2007Performance Analysis of Business Processes through Process Mining49 cited

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Unbiased, Fine-Grained Description of Processes Performance from Event Data
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