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Unveiling Hidden Patterns in Flexible Medical Treatment Processes – A Process Mining Case Study
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Unveiling Hidden Patterns in Flexible Medical Treatment Processes – A Process Mining Case Study (2018)Unveiling Hidden Patterns in Flexible Med…Event Abstraction for Process Mining Using Supervised Learning Techniques (2017)Event Abstraction for Process…Sepsis Cases - Event Log (2016)Sepsis Cases - Event LogProcess Mining (2016)Process MiningProcess mining in healthcare: A literature review (2016)Process mining in healthcare:…Mining local process models (2016)Mining local process modelsFrom Low-Level Events to Activities - A Pattern-Based Approach (2016)From Low-Level Events to Acti…Supporting healthcare management decisions via robust clustering of event logs (2015)Supporting healthcare managem…Discovery of Frequent Episodes in Event Logs (2015)Discovery of Frequent Episode…Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Discovering Block-Structured …Replaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …Process mining challenges in hospital information systems (2012)Process mining challenges in …Mining processes in dentistry (2012)Mining processes in dentistryA genetic algorithm for discovering process trees (2012)A genetic algorithm for disco…Trace Clustering in Process Mining (2009)Trace Clustering in Process M…Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Fuzzy Mining – Adaptive Proce…Process mining with the HeuristicsMiner algorithm (2006)Process mining with the Heuri…Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)The ProM Framework: A New Era in Process Mining Tool Support (2005)Process Mining: Overview and Outlook of Petri Net Discovery Algorithms (2009)Active Trace Clustering for Improved Process Discovery (2013)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Predicting process behaviour using deep learning (2017)Workflow Patterns (2003)Business Process Management : Concepts, Languages, Architectures (2007)Extracting Event Data from Databases to Unleash Process Mining (2015)Directly Follows-Based Process Mining: Exploration & a Case Study (2019)Conformance checking of processes based on monitoring real behavior (2007)Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Wanna improve process mining results? (2013)Process mining: a research agenda (2003)Discovering more precise process models from event logs by filtering out chaotic activities (2018)Guided Process Discovery – A pattern-based approach (2018)Large Process Models: A Vision for Business Process Management in the Age of Generative AI (2024)Human-AI collaboration patterns in AI-assisted academic writing (2024)Systematic Mapping of Process Mining Studies in Healthcare (2018)Process mining techniques and applications – A systematic mapping study (2019)Process mining for healthcare: Characteristics and challenges (2022)Discovering workflow nets using integer linear programming (2017)Online conformance checking: relating event streams to process models using prefix-alignments (2017)bupaR: Enabling reproducible business process analysis (2018)Outcome-Oriented Predictive Process Monitoring (2019)Examining the interplay between big data analytics and contextual factors in driving process innovation capabilities (2020)
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References

  • 2016Process Mining2,166 cited
  • 2007Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics890 cited
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2013Discovering Block-Structured Process Models from Event Logs - A Constructive Approach648 cited
  • 2016Process mining in healthcare: A literature review614 cited
  • 2006Process mining with the HeuristicsMiner algorithm484 cited
  • 2009Trace Clustering in Process Mining364 cited
  • 2012A genetic algorithm for discovering process trees157 cited
  • 2016Sepsis Cases - Event Log119 cited
  • 2016Mining local process models110 cited
  • 2017Event Abstraction for Process Mining Using Supervised Learning Techniques101 cited
  • 2015Supporting healthcare management decisions via robust clustering of event logs87 cited
  • 2016From Low-Level Events to Activities - A Pattern-Based Approach84 cited
  • 2015Discovery of Frequent Episodes in Event Logs65 cited
  • 2012Mining processes in dentistry47 cited
  • 2012Process mining challenges in hospital information systems

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