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Belief network discovery from event logs for business process analysis
16 references·1 citing·33 second hop
Belief network discovery from event logs for business process analysis (2018)Belief network discovery from event logs …Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…Predictive Business Process Monitoring with LSTM Neural Networks (2017)Predictive Business Process M…Data-aware process mining (2013)Data-aware process miningReplaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …Flexible Heuristics Miner (FHM) (2011)Flexible Heuristics Miner (FH…Time prediction based on process mining (2010)Time prediction based on proc…Handbook on Business Process Management 1 (2010)Handbook on Business Process …Process Mining: Overview and Outlook of Petri Net Discovery Algorithms (2009)Process Mining: Overview and …A Bayesian Belief Network modelling of organisational factors in risk analysis: A case study in maritime transportation (2007)A Bayesian Belief Network mod…Workflow control-flow patterns : a revised view (2006)Workflow control-flow pattern…A Discourse on Complexity of Process Models (2006)A Discourse on Complexity of …The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…Genetic Process Mining (2005)Genetic Process MiningWorkflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Mining Social Networks: Uncovering Interaction Patterns in Business Processes (2004)Mining Social Networks: Uncov…Discovering models of software processes from event-based data (1998)Discovering models of softwar…Business Process Complexity Measurement: A Systematic Literature Review (2023)Business Process Complexity M…Design Patterns: Elements of Reusable Object-Oriented Software (1994)Analysis patterns: reusable objects models (1996)Proceedings of the 2002 Winter Simulation Conference (2002)YAWL: yet another workflow language (2004)Process Flexibility: A Survey of Contemporary Approaches (2008)Enabling Flexibility in Process-Aware Information Systems (2012)Workflow mining: A survey of issues and approaches (2003)Predicting process behaviour using deep learning (2017)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Risk management in a dynamic society: a modelling problem (1997)Improving the analysis of dependable systems by mapping fault trees into Bayesian networks (2001)Probabilistic Risk Analysis: Foundations and Methods (2001)Risk analysis and assessment methodologies in the work sites: On a review, classification and comparative study of the scientific literature of the period 2000–2009 (2011)A fuzzy Bayesian network approach for risk analysis in process industries (2017)Applications of Bayesian networks and Petri nets in safety, reliability, and risk assessments: A review (2019)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Conformance checking of processes based on monitoring real behavior (2007)Process Mining (2012)Predictive Monitoring of Business Processes (2014)Predictive Monitoring of Business Processes: A Survey (2017)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Process Mining (2016)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Process mining for healthcare: Characteristics and challenges (2022)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Business Process Management: A Comprehensive Survey (2013)Business process mining: An industrial application (2006)Semantics and analysis of business process models in BPMN (2008)Learning Accurate LSTM Models of Business Processes (2019)Outcome-Oriented Predictive Process Monitoring (2019)Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring (2019)
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References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
  • 1998Discovering models of software processes from event-based data870 cited
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2017Predictive Business Process Monitoring with LSTM Neural Networks554 cited
  • 2006Workflow control-flow patterns : a revised view517 cited
  • 2010Time prediction based on process mining507 cited
  • 2007A Bayesian Belief Network modelling of organisational factors in risk analysis: A case study in maritime transportation506 cited
  • 2011Flexible Heuristics Miner (FHM)494 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited
  • 2010Handbook on Business Process Management 1380 cited
  • 2005Genetic Process Mining335 cited
  • 2004Mining Social Networks: Uncovering Interaction Patterns in Business Processes254 cited
  • 2006A Discourse on Complexity of Process Models240 cited
  • 2013Data-aware process mining185 cited

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2009
Process Mining: Overview and Outlook of Petri Net Discovery Algorithms
160 cited

Cited by

  • 2023Business Process Complexity Measurement: A Systematic Literature Review13 cited