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Process Mining for Digital Twin Development of Industrial Cyber-Physical Systems
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Process Mining for Digital Twin Development of Industrial Cyber-Physical Systems (2024)Process Mining for Digital Twin Developme…A Systematic Review of Anomaly Detection for Business Process Event Logs (2023)A Systematic Review of Anomal…Process Mining Handbook (2022)Process Mining HandbookProcess Prediction with Digital Twins (2021)Process Prediction with Digit…Anomaly detection in business processes using process mining and fuzzy association rule learning (2020)Anomaly detection in business…Statistical and Machine Learning forecasting methods: Concerns and ways forward (2018)Statistical and Machine Learn…Online conformance checking: relating event streams to process models using prefix-alignments (2017)Online conformance checking: …BPMN4CPS: A BPMN Extension for Modeling Cyber-Physical Systems (2016)BPMN4CPS: A BPMN Extension fo…Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays (2013)Prediction of Remaining Servi…Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Discovering Block-Structured …On the exploitation of process mining for security audits (2012)On the exploitation of proces…Algorithms for anomaly detection of traces in logs of process aware information systems (2012)Algorithms for anomaly detect…Business Process Management : Concepts, Languages, Architectures (2007)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Comparing and Combining Predictive Business Process Monitoring Techniques (2014)Using Convolutional Neural Networks for Predictive Process Analytics (2019)Predictive Process Monitoring (2022)Access control: principle and practice (1994)Workflow mining: discovering process models from event logs (2004)Intelligent Decision Support Systems (2014)Aligning Real Process Executions and Prescriptive Process Models through Automated Planning (2017)Process-mining-enabled audit of information systems: Methodology and an application (2018)Data fusion (2009)Analyzing business process anomalies using autoencoders (2018)BINet: Multi-perspective business process anomaly classification (2019)Event Log Preprocessing for Process Mining: A Review (2021)Internet of Things-Aware Process Modeling: Integrating IoT Devices as Business Process Resources (2013)The Things of the Internet of Things in BPMN (2015)Toward a framework for self-adaptive workflows in cyber-physical systems (2017)IoT meets BPM: a bidirectional communication architecture for IoT-aware process execution (2020)Modeling of IoT devices in Business Processes: A Systematic Mapping Study (2020)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Conformance checking of processes based on monitoring real behavior (2007)Process Mining (2016)Analyzing Customer Journey with Process Mining: From Discovery to Recommendations (2018)Online Conformance Checking Using Behavioural Patterns (2018)Conformance Checking: Foundations, Milestones and Challenges (2022)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control (1977)Another look at measures of forecast accuracy (2006)The M4 Competition: 100,000 time series and 61 forecasting methods (2019)Recurrent Neural Networks for Time Series Forecasting: Current status and future directions (2020)Forecasting: theory and practice (2022)A process-mining framework for the detection of healthcare fraud and abuse (2005)A business process mining application for internal transaction fraud mitigation (2011)Process Mining in Healthcare: Data Challenges When Answering Frequently Posed Questions (2013)GRASPED: A GRU-AE Network Based Multi-Perspective Business Process Anomaly Detection Model (2023)GAMA: A multi-graph-based anomaly detection framework for business processes via graph neural networks (2024)Process mining with the HeuristicsMiner algorithm (2006)Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data (2019)Process-aware digital twin cockpit synthesis from event logs (2022)Digital Twins of Business Processes: A Research Manifesto (2024)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Process mining in healthcare: A literature review (2016)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Process Mining: A 360 Degree Overview (2022)Object-Centric Process Mining: Unraveling the Fabric of Real Processes (2023)PM4Py: A process mining library for Python (2023)
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References

  • 2018Statistical and Machine Learning forecasting methods: Concerns and ways forward1,515 cited
  • 2013Discovering Block-Structured Process Models from Event Logs - A Constructive Approach648 cited
  • 2022Process Mining Handbook224 cited
  • 2013Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays129 cited
  • 2012Algorithms for anomaly detection of traces in logs of process aware information systems118 cited
  • 2017Online conformance checking: relating event streams to process models using prefix-alignments106 cited
  • 2020Anomaly detection in business processes using process mining and fuzzy association rule learning90 cited
  • 2012On the exploitation of process mining for security audits87 cited
  • 2016BPMN4CPS: A BPMN Extension for Modeling Cyber-Physical Systems70 cited
  • 2021Process Prediction with Digital Twins64 cited
  • 2023A Systematic Review of Anomaly Detection for Business Process Event Logs56 cited

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