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Approaching Process Mining with Sequence Clustering: Experiments and Findings
10 references·16 citing·33 second hop
Approaching Process Mining with Sequence Clustering: Experiments and Findings (2007)Approaching Process Mining with Sequence …Genetic process mining: an experimental evaluation (2007)Genetic process mining: an ex…Genetic Process Mining (2005)Genetic Process MiningWorkflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Multi-phase Process Mining: Building Instance Graphs (2004)Multi-phase Process Mining: B…Conceptual Modeling – ER 2004 (2004)Conceptual Modeling – ER 2004Workflow mining: A survey of issues and approaches (2003)Workflow mining: A survey of …Process mining: a research agenda (2003)Process mining: a research ag…Mining process models from workflow logs (1998)Mining process models from wo…Advances in Database Technology — EDBT'98 (1998)Advances in Database Technolo…Automating process discovery through event-data analysis (1995)Automating process discovery …Machine learning in business process management: A systematic literature review (2024)Machine learning in business …Opportunities and challenges for applying process mining in healthcare: a systematic mapping study (2021)Opportunities and challenges …Event Log Preprocessing for Process Mining: A Review (2021)Event Log Preprocessing for P…Multidisciplinary Collaboration in the Treatment of Patients With Type 2 Diabetes in Primary Care: Analysis Using Process Mining (2018)Multidisciplinary Collaborati…A Comparative Analysis of Process Instance Cluster Techniques (2015)A Comparative Analysis of Pro…A Co-Training Strategy for Multiple View Clustering in Process Mining (2015)A Co-Training Strategy for Mu…Supervised intentional process models discovery using Hidden Markov models (2013)Supervised intentional proces…Summarizing clinical pathways from event logs (2012)Summarizing clinical pathways…Process mining: from theory to practice (2012)Process mining: from theory t…Leveraging Process Discovery with Trace Clustering and Text Mining for Intelligent Analysis of Incident Management Processes (2012)Leveraging Process Discovery …Industrial application of semantic process mining (2011)Industrial application of sem…Understanding Spaghetti Models with Sequence Clustering for ProM (2010)Understanding Spaghetti Model…Process discovery in event logs: An application in the telecom industry (2010)Process discovery in event lo…Mining process model variants : challenges, techniques, examples (2010)Mining process model variants…Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways (2010)Combining Business Process an…Discovering Process Models from Unlabelled Event Logs (2009)Discovering Process Models fr…An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Discovering models of software processes from event-based data (1998)Business Process Intelligence (2003)Business process mining: An industrial application (2006)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)The ProM Framework: A New Era in Process Mining Tool Support (2005)Conformance checking of processes based on monitoring real behavior (2007)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Business Process Management: A Survey (2003)Workflow Patterns (2003)Software process model evolution in the SPADE environment (1993)A Machine Learning Approach to Workflow Management (2000)Mining exact models of concurrent workflows (2003)Mining process models with prime invisible tasks (2010)Information Technology Adoption Across Time: A Cross-Sectional Comparison of Pre-Adoption and Post-Adoption Beliefs1 (1999)Factors Influencing the Adoption of Internet Banking (2000)Research Commentary: Information Systems and Conceptual Modeling—A Research Agenda (2002)A Generic Import Framework for Process Event Logs (2006)A model-driven goal-oriented requirement engineering approach for data warehouses (2007)Process-Aware Information Systems: Lessons to Be Learned from Process Mining (2009)Process Mining Framework for Software Processes (2007)Using process mining to learn from process changes in evolutionary systems (2008)Process Mining Applied to the Test Process of Wafer Scanners in ASML (2009)A survey on the recent research literature on ERP systems (2005)Process mining in healthcare: A literature review (2016)Process mining: a two-step approach to balance between underfitting and overfitting (2008)Process Mining (2012)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (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)Exploring regulatory processes during a computer-supported collaborative learning task using process mining (2012)Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays (2013)
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  • 2004Workflow mining: discovering process models from event logs2,206 cited
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  • 1998Mining process models from workflow logs799 cited
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  • 2007Genetic process mining: an experimental evaluation490 cited
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  • 1995Automating process discovery through event-data analysis215 cited
  • 1998Advances in Database Technology — EDBT'98161 cited
  • 2004Multi-phase Process Mining: Building Instance Graphs148 cited
  • 2004Conceptual Modeling – ER 2004138 cited

Cited by

  • 2009Discovering Process Models from Unlabelled Event Logs126 cited
  • 2021Event Log Preprocessing for Process Mining: A Review105 cited
  • 2010Understanding Spaghetti Models with Sequence Clustering for ProM101 cited
  • 2012Summarizing clinical pathways from event logs95 cited
  • 2015A Co-Training Strategy for Multiple View Clustering in Process Mining85 cited
  • 2012Process mining: from theory to practice

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75 cited
  • 2010Combining Business Process and Data Discovery Techniques for Analyzing and Improving Integrated Care Pathways70 cited
  • 2010Process discovery in event logs: An application in the telecom industry70 cited
  • 2010Mining process model variants : challenges, techniques, examples60 cited
  • 2018Multidisciplinary Collaboration in the Treatment of Patients With Type 2 Diabetes in Primary Care: Analysis Using Process Mining55 cited
  • 2021Opportunities and challenges for applying process mining in healthcare: a systematic mapping study55 cited
  • 2024Machine learning in business process management: A systematic literature review54 cited
  • 2011Industrial application of semantic process mining52 cited
  • 2012Leveraging Process Discovery with Trace Clustering and Text Mining for Intelligent Analysis of Incident Management Processes47 cited
  • 2013Supervised intentional process models discovery using Hidden Markov models41 cited
  • 2015A Comparative Analysis of Process Instance Cluster Techniques39 cited