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Understanding Spaghetti Models with Sequence Clustering for ProM
8 references·16 citing·37 second hop
Understanding Spaghetti Models with Sequence Clustering for ProM (2010)Understanding Spaghetti Models with Seque…Trace Clustering in Process Mining (2009)Trace Clustering in Process M…Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)Context Aware Trace Clusterin…Process Mining Based on Clustering: A Quest for Precision (2008)Process Mining Based on Clust…Business Process Management Workshops (2008)Business Process Management W…Approaching Process Mining with Sequence Clustering: Experiments and Findings (2007)Approaching Process Mining wi…Process mining with the HeuristicsMiner algorithm (2006)Process mining with the Heuri…The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…A Meta Model for Process Mining Data. (2005)A Meta Model for Process Mini…Healthcare pathway discovery and probabilistic machine learning (2020)Healthcare pathway discovery …A Generic Framework for Trace Clustering in Process Mining (2020)A Generic Framework for Trace…Context Aware Process Mining in Logistics (2017)Context Aware Process Mining …Explaining clusterings of process instances (2016)Explaining clusterings of pro…Clustering Traces Using Sequence Alignment (2016)Clustering Traces Using Seque…A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways (2016)A guide for the application o…The Use of Process Mining in Business Process Simulation Model Construction (2015)The Use of Process Mining in …Supporting healthcare management decisions via robust clustering of event logs (2015)Supporting healthcare managem…Discovering deviating cases and process variants using trace clustering (2015)Discovering deviating cases a…A Comparative Analysis of Process Instance Cluster Techniques (2015)A Comparative Analysis of Pro…Slice, Mine and Dice: Complexity-Aware Automated Discovery of Business Process Models (2013)Slice, Mine and Dice: Complex…A comparative study of dimensionality reduction techniques to enhance trace clustering performances (2013)A comparative study of dimens…Process mining: from theory to practice (2012)Process mining: from theory t…Discovering User Communities in Large Event Logs (2012)Discovering User Communities …Applying Clustering in Process Mining to Find Different Versions of a Business Process That Changes over Time (2012)Applying Clustering in Proces…Mining process model variants : challenges, techniques, examples (2010)Mining process model variants…Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)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: a research agenda (2003)Discovering the Effects of Metacognitive Prompts on the Sequential Structure of SRL-Processes Using Process Mining Techniques (2015)Mining process models from workflow logs (1998)Discovering Process Models from Unlabelled Event Logs (2009)Summarizing clinical pathways from event logs (2012)Event Log Preprocessing for Process Mining: A Review (2021)Business process mining: An industrial application (2006)Wanna improve process mining results? (2013)Building a complementary agenda for business process management and digital innovation (2020)Simulation Modeling and Analysis. (1983)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Quality of input data in emergency department simulations: Framework and assessment techniques (2018)Recommendations for enhancing the usability and understandability of process mining in healthcare (2020)Discovering business process simulation models in the presence of multitasking and availability constraints (2021)Handbook of Research Methods in Social and Personality Psychology (2024)Decisions with Multiple Objectives: Preferences and Value Tradeoffs. (1994)Multiple Criteria Decision Analysis: State of the Art Surveys (2005)Process mining in oncology: A literature review (2016)Opportunities and challenges for applying process mining in healthcare: a systematic mapping study (2021)Process mining applications in the healthcare domain: A comprehensive review (2021)Discovering models of software processes from event-based data (1998)Semantics and analysis of business process models in BPMN (2008)Integrated process modeling: An ontological evaluation (2000)Analyzing Resource Behavior Using Process Mining (2010)Business Process Analytics (2014)Extraction, correlation, and abstraction of event data for process mining (2019)Conformance checking of processes based on monitoring real behavior (2007)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Modeling Control Objectives for Business Process Compliance (2007)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)
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References

  • 2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
  • 2008Business Process Management Workshops761 cited
  • 2006Process mining with the HeuristicsMiner algorithm484 cited
  • 2009Trace Clustering in Process Mining364 cited
  • 2009Context Aware Trace Clustering: Towards Improving Process Mining Results252 cited
  • 2005A Meta Model for Process Mining Data.135 cited
  • 2007Approaching Process Mining with Sequence Clustering: Experiments and Findings125 cited
  • 2008Process Mining Based on Clustering: A Quest for Precision125 cited

Cited by

  • 2015The Use of Process Mining in Business Process Simulation Model Construction96 cited
  • 2015Supporting healthcare management decisions via robust clustering of event logs87 cited
  • 2012Applying Clustering in Process Mining to Find Different Versions of a Business Process That Changes over Time78 cited
  • 2013A comparative study of dimensionality reduction techniques to enhance trace clustering performances77 cited
  • 2012Process mining: from theory to practice75 cited
  • 2020Healthcare pathway discovery and probabilistic machine learning68 cited
  • 2010Mining process model variants : challenges, techniques, examples

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60 cited
  • 2017Context Aware Process Mining in Logistics54 cited
  • 2015Discovering deviating cases and process variants using trace clustering53 cited
  • 2020A Generic Framework for Trace Clustering in Process Mining45 cited
  • 2013Slice, Mine and Dice: Complexity-Aware Automated Discovery of Business Process Models44 cited
  • 2012Discovering User Communities in Large Event Logs40 cited
  • 2016A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways39 cited
  • 2015A Comparative Analysis of Process Instance Cluster Techniques39 cited
  • 2016Clustering Traces Using Sequence Alignment39 cited
  • 2016Explaining clusterings of process instances34 cited