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Using hidden Markov models to evaluate the quality of discovered process models
16 references·0 citing·25 second hop
Using hidden Markov models to evaluate the quality of discovered process models (2008)Using hidden Markov models to evaluate th…Process Discovery using Integer Linear Programming (2009)Process Discovery using Integ…The Need for a Process Mining Evaluation Framework in Research and Practice (2008)The Need for a Process Mining…Process Discovery Using Integer Linear Programming (2008)Process Discovery Using Integ…Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Fuzzy Mining – Adaptive Proce…Conformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…Discovering expressive process models by clustering log traces (2006)Discovering expressive proces…Genetic Process Mining (2005)Genetic Process MiningDetecting Implicit Dependencies Between Tasks from Event Logs (2005)Detecting Implicit Dependenci…Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Multi-phase Process Mining: Building Instance Graphs (2004)Multi-phase Process Mining: B…Workflow mining: A survey of issues and approaches (2003)Workflow mining: A survey of …Rediscovering workflow models from event-based data using little thumb (2003)Rediscovering workflow models…Workflow management : models, methods and systems (2000)Workflow management : models,…A Machine Learning Approach to Workflow Management (2000)A Machine Learning Approach t…Mining process models from workflow logs (1998)Mining process models from wo…Discovering models of software processes from event-based data (1998)Discovering models of softwar…An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Business Process Intelligence (2003)Process mining: a research agenda (2003)Business process mining: An industrial application (2006)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Discovering Social Networks from Event Logs (2005)Genetic process mining: an experimental evaluation (2007)Process Mining (2012)Verification of workflow nets (1997)On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)Scalable process discovery and conformance checking (2016)Business Process Management: A Survey (2003)Workflow Patterns (2003)The ProM Framework: A New Era in Process Mining Tool Support (2005)Time prediction based on process mining (2010)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Business Process Management: A Comprehensive Survey (2013)Replaying history on process models for conformance checking and performance analysis (2012)Process mining in healthcare: A literature review (2016)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)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)Mining process models with non-free-choice constructs (2007)Towards comprehensive support for organizational mining (2008)Process mining techniques and applications – A systematic mapping study (2019)
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References

  • 2004Workflow mining: discovering process models from event logs2,206 cited
  • 2007Conformance checking of processes based on monitoring real behavior1,119 cited
  • 2003Workflow mining: A survey of issues and approaches1,052 cited
  • 2007Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics890 cited
  • 1998Discovering models of software processes from event-based data870 cited
  • 1998Mining process models from workflow logs799 cited
  • 2003Rediscovering workflow models from event-based data using little thumb468 cited
  • 2008Process Discovery Using Integer Linear Programming336 cited
  • 2005Genetic Process Mining335 cited
  • 2006Discovering expressive process models by clustering log traces321 cited
  • 2000Workflow management : models, methods and systems311 cited
  • 2009Process Discovery using Integer Linear Programming221 cited
  • 2000A Machine Learning Approach to Workflow Management190 cited
  • 2004Multi-phase Process Mining: Building Instance Graphs148 cited
  • 2008The Need for a Process Mining Evaluation Framework in Research and Practice102 cited
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Detecting Implicit Dependencies Between Tasks from Event Logs
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