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Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics
12 references·2 citing·45 second hop
Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics (2020)Supporting Decisions in Production Line P…An interdisciplinary comparison of sequence modeling methods for next-element prediction (2020)An interdisciplinary comparis…Scenario-Based Prediction of Business Processes Using System Dynamics (2019)Scenario-Based Prediction of …Hierarchical performance analysis for process mining (2018)Hierarchical performance anal…Process Mining: Data Science in Action (2016)Process Mining: Data Science …Process Mining (2016)Process MiningThe multi-perspective process explorer (2015)The multi-perspective process…Process and deviation exploration with Inductive visual Miner (2014)Process and deviation explora…Small System dynamics models for big issues : triple jump towards real-world complexity (2013)Small System dynamics models …Workflow simulation for operational decision support (2009)Workflow simulation for opera…Simulation in manufacturing and business: A review (2009)Simulation in manufacturing a…Discovering simulation models (2008)Discovering simulation modelsBusiness Dynamics: Systems Thinking and Modeling for a Complex World (2000)Business Dynamics: Systems Th…Interactive Process Improvement Using Simulation of Enriched Process Trees (2022)Interactive Process Improveme…Semi-automated Time-Granularity Detection for Data-Driven Simulation Using Process Mining and System Dynamics (2020)Semi-automated Time-Granulari…Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Data-aware process mining (2013)Balanced multi-perspective checking of process conformance (2015)Process Mining and Conformance Checking of Long Running Processes in the Context of Melanoma Surveillance (2018)Conformance Checking: Workflow of Hospitals and Workflow of Open-Source EMRs (2020)A Multiperspective Fraud Detection Method for Multiparticipant E-Commerce Transactions (2023)Simulation Modeling and Analysis. (1983)Process innovation: reengineering work through information technology (1993)Reengineering the Corporation (1993)Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization (2012)Automated discovery of business process simulation models from event logs (2020)Business Process Management Workshops (2008)Aligning observed and modeled behavior (2014)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Discovering more precise process models from event logs by filtering out chaotic activities (2018)Healthcare pathway discovery and probabilistic machine learning (2020)A Five-Level Framework for Research on Process Mining (2021)How Competitive Forces Shape Strategy (1989)CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)Effectiveness and efficiency of search methods in systematic reviews of complex evidence: audit of primary sources (2005)Simulation for manufacturing system design and operation: Literature review and analysis (2014)Simulation Modeling and Analysis (2016)Hybrid simulation modelling in operational research: A state-of-the-art review (2018)Simulation with Arena (1998)YAWL: yet another workflow language (2004)Business Process Management : Concepts, Languages, Architectures (2007)Beyond Process Mining: From the Past to Present and Future (2010)Mining process models with prime invisible tasks (2010)Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays (2013)The ProM Framework: A New Era in Process Mining Tool Support (2005)Replaying history on process models for conformance checking and performance analysis (2012)Predictive Process Mining Meets Computer Vision (2020)Supporting Automatic System Dynamics Model Generation for Simulation in the Context of Process Mining (2020)Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring (2023)Process mining techniques and applications – A systematic mapping study (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)Process mining for healthcare: Characteristics and challenges (2022)TOWARD A THEORY OF PARADOX: A DYNAMIC EQUILIBRIUM MODEL OF ORGANIZING. (2011)Artificial Intelligence and Management: The Automation-Augmentation Paradox (2020)Artificial Intelligence and Management: The Automation–Augmentation Paradox (2021)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Outcome-Oriented Predictive Process Monitoring (2019)An exploratory approach for adaptive policymaking by using multi-objective robust optimization (2014)Entrepreneurial ecosystem research: present debates and future directions (2018)Vulnerability of informal settlements in the context of rapid urbanization and climate change (2019)
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References

  • 2000Business Dynamics: Systems Thinking and Modeling for a Complex World9,354 cited
  • 2016Process Mining2,166 cited
  • 2016Process Mining: Data Science in Action866 cited
  • 2009Simulation in manufacturing and business: A review605 cited
  • 2008Discovering simulation models295 cited
  • 2009Workflow simulation for operational decision support158 cited
  • 2013Small System dynamics models for big issues : triple jump towards real-world complexity123 cited
  • 2014Process and deviation exploration with Inductive visual Miner99 cited
  • 2020An interdisciplinary comparison of sequence modeling methods for next-element prediction58 cited
  • 2015The multi-perspective process explorer45 cited
  • 2019Scenario-Based Prediction of Business Processes Using System Dynamics21 cited
  • 2018Hierarchical performance analysis for process mining16 cited

Cited by

  • 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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