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Efficient edge filtering of directly-follows graphs for process mining
14 references·1 citing·34 second hop
Efficient edge filtering of directly-follows graphs for process mining (2022)Efficient edge filtering of directly-foll…Directly Follows-Based Process Mining: Exploration & a Case Study (2019)Directly Follows-Based Proces…A practitioner’s guide to process mining: Limitations of the directly-follows graph (2019)A practitioner’s guide to pro…Split miner: automated discovery of accurate and simple business process models from event logs (2018)Split miner: automated discov…Fundamentals of Business Process Management (2018)Fundamentals of Business Proc…Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Automated Discovery of Proces…Fodina: A robust and flexible heuristic process discovery technique (2017)Fodina: A robust and flexible…Process Mining: Data Science in Action (2016)Process Mining: Data Science …Filtering Out Infrequent Behavior from Business Process Event Logs (2016)Filtering Out Infrequent Beha…STAC: A web platform for the comparison of algorithms using statistical tests (2015)STAC: A web platform for the …Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Discovering Block-Structured …BUSINESS PROCESS MODEL ABSTRACTION BASED ON SYNTHESIS FROM WELL-STRUCTURED BEHAVIORAL PROFILES (2012)BUSINESS PROCESS MODEL ABSTRA…Flexible Heuristics Miner (FHM) (2011)Flexible Heuristics Miner (FH…Conformance Checking Using Cost-Based Fitness Analysis (2011)Conformance Checking Using Co…Seven process modeling guidelines (7PMG) (2009)Seven process modeling guidel…Using process mining algorithms for process improvement in healthcare (2024)Using process mining algorith…Workflow mining: A survey of issues and approaches (2003)The ProM Framework: A New Era in Process Mining Tool Support (2005)Predicting process behaviour using deep learning (2017)Workflow mining: discovering process models from event logs (2004)Process Mining Manifesto (2012)Scalable process discovery and conformance checking (2016)Conformance checking of processes based on monitoring real behavior (2007)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)Process modeling (1992)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Workflow Patterns (2003)BPMN: An introduction to the standard (2011)Enabling Flexibility in Process-Aware Information Systems (2012)Data Preprocessing in Data Mining (2014)Can machine learning techniques predict customer dissatisfaction? A feasibility study for the automotive industry (2016)Identifying and predicting social lifestyles in people’s trajectories by neural networks (2018)Probabilistic Forecasting With Fuzzy Time Series (2019)Replaying history on process models for conformance checking and performance analysis (2012)Process Mining (2016)Data-Driven Process Discovery - Revealing Conditional Infrequent Behavior from Event Logs (2017)A Survey on Concept Drift in Process Mining (2021)Event Log Preprocessing for Process Mining: A Review (2021)The Six Core Elements of Business Process Management (2010)Outcome-Oriented Predictive Process Monitoring (2019)Strategy archetypes for digital transformation: Defining meta objectives using business process management (2020)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)A systematic literature review on state-of-the-art deep learning methods for process prediction (2021)Multi-Dimensional Event Data in Graph Databases (2021)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Process Mining: A 360 Degree Overview (2022)
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References

  • 2018Fundamentals of Business Process Management1,831 cited
  • 2016Process Mining: Data Science in Action866 cited
  • 2009Seven process modeling guidelines (7PMG)626 cited
  • 2011Flexible Heuristics Miner (FHM)494 cited
  • 2014Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour458 cited
  • 2018Automated Discovery of Process Models from Event Logs: Review and Benchmark440 cited
  • 2011Conformance Checking Using Cost-Based Fitness Analysis393 cited
  • 2015STAC: A web platform for the comparison of algorithms using statistical tests230 cited
  • 2018Split miner: automated discovery of accurate and simple business process models from event logs230 cited
  • 2016Filtering Out Infrequent Behavior from Business Process Event Logs164 cited
  • 2019A practitioner’s guide to process mining: Limitations of the directly-follows graph148 cited
  • 2017Fodina: A robust and flexible heuristic process discovery technique141 cited
  • 2019Directly Follows-Based Process Mining: Exploration & a Case Study125 cited
  • 2012BUSINESS PROCESS MODEL ABSTRACTION BASED ON SYNTHESIS FROM WELL-STRUCTURED BEHAVIORAL PROFILES32 cited

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  • 2024

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Using process mining algorithms for process improvement in healthcare
15 cited