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Mining Multi-variant Process Models from Low-Level Logs
12 references·2 citing·33 second hop
Mining Multi-variant Process Models from Low-Level Logs (2015)Mining Multi-variant Process Models from …Bridging abstraction layers in process mining (2014)Bridging abstraction layers i…Active Trace Clustering for Improved Process Discovery (2013)Active Trace Clustering for I…On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery (2012)On the Role of Fitness, Preci…Process compliance analysis based on behavioural profiles (2011)Process compliance analysis b…Flexible Heuristics Miner (FHM) (2011)Flexible Heuristics Miner (FH…Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models (2010)Trace Clustering Based on Con…Activity Mining by Global Trace Segmentation (2010)Activity Mining by Global Tra…Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)Context Aware Trace Clusterin…Abstractions in Process Mining: A Taxonomy of Patterns (2009)Abstractions in Process Minin…Discovering expressive process models by clustering log traces (2006)Discovering expressive proces…Genetic Process Mining (2005)Genetic Process MiningWorkflow mining: A survey of issues and approaches (2003)Workflow mining: A survey of …AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion (2021)AI-Empowered Process Mining f…A descriptive clustering approach to the analysis of quantitative business-process deviances (2017)A descriptive clustering appr…Workflow mining: discovering process models from event logs (2004)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)Scalable process discovery and conformance checking (2016)Split miner: automated discovery of accurate and simple business process models from event logs (2018)Rediscovering workflow models from event-based data using little thumb (2003)Business process mining: An industrial application (2006)Process diagnostics using trace alignment: Opportunities, issues, and challenges (2011)The Use of Process Mining in Business Process Simulation Model Construction (2015)A Survey on Concept Drift in Process Mining (2021)The ProM Framework: A New Era in Process Mining Tool Support (2005)Predicting process behaviour using deep learning (2017)Automated Discovery of Process Models from Event Logs: Review and Benchmark (2018)Trace Clustering in Process Mining (2009)Wanna improve process mining results? (2013)Building a complementary agenda for business process management and digital innovation (2020)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Trace Alignment in Process Mining: Opportunities for Process Diagnostics (2010)Extraction, correlation, and abstraction of event data for process mining (2019)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Business Process Management: A Survey (2003)Workflow Patterns (2003)Conformance checking of processes based on monitoring real behavior (2007)Discovering models of software processes from event-based data (1998)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)Speech and language processing (2010)From Low-Level Events to Activities - A Pattern-Based Approach (2016)Discovering the Effects of Metacognitive Prompts on the Sequential Structure of SRL-Processes Using Process Mining Techniques (2015)Event Log Preprocessing for Process Mining: A Review (2021)
this work references cited by second hop

References

  • 2003Workflow mining: A survey of issues and approaches1,052 cited
  • 2011Flexible Heuristics Miner (FHM)494 cited
  • 2005Genetic Process Mining335 cited
  • 2006Discovering expressive process models by clustering log traces321 cited
  • 2012On the Role of Fitness, Precision, Generalization and Simplicity in Process Discovery303 cited
  • 2009Context Aware Trace Clustering: Towards Improving Process Mining Results252 cited
  • 2013Active Trace Clustering for Improved Process Discovery184 cited
  • 2009Abstractions in Process Mining: A Taxonomy of Patterns158 cited
  • 2010Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models148 cited
  • 2014Bridging abstraction layers in process mining114 cited
  • 2011Process compliance analysis based on behavioural profiles113 cited
  • 2010Activity Mining by Global Trace Segmentation98 cited

Cited by

  • 2021AI-Empowered Process Mining for Complex Application Scenarios: Survey and Discussion17 cited
  • 2017A descriptive clustering approach to the analysis of quantitative business-process deviances13 cited

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