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Process mining on machine event logs for profiling abnormal behaviour and root cause analysis
11 references·0 citing·37 second hop
Process mining on machine event logs for profiling abnormal behaviour and root cause analysis (2020)Process mining on machine event logs for …A Visual Approach to Spot Statistically-Significant Differences in Event Logs Based on Process Metrics (2016)A Visual Approach to Spot Sta…Pariket: Mining Business Process Logs for Root Cause Analysis of Anomalous Incidents (2015)Pariket: Mining Business Proc…Process Mining in the Large: A Tutorial (2014)Process Mining in the Large: …Process and deviation exploration with Inductive visual Miner (2014)Process and deviation explora…Discovering Block-Structured Process Models from Incomplete Event Logs (2014)Discovering Block-Structured …Root Cause Analysis with Enriched Process Logs (2013)Root Cause Analysis with Enri…Replaying history on process models for conformance checking and performance analysis (2012)Replaying history on process …Conformance checking of processes based on monitoring real behavior (2007)Conformance checking of proce…The ProM Framework: A New Era in Process Mining Tool Support (2005)The ProM Framework: A New Era…Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance (2005)Process Mining and Security: …Workflow mining: discovering process models from event logs (2004)Workflow mining: discovering …Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Supporting Risk-Informed Decisions during Business Process Execution (2013)Conformance Checking Based on Partially Ordered Event Data (2015)Engineering Psychology and Human Performance (2015)Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs (2020)Workflow mining: A survey of issues and approaches (2003)Business Process Management: A Comprehensive Survey (2013)Process mining in healthcare: A literature review (2016)Discovering models of software processes from event-based data (1998)Business process mining: An industrial application (2006)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Semantics and analysis of business process models in BPMN (2008)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Business Process Management Workshops (2008)Aligning observed and modeled behavior (2014)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Discovering more precise process models from event logs by filtering out chaotic activities (2018)Healthcare pathway discovery and probabilistic machine learning (2020)A Five-Level Framework for Research on Process Mining (2021)Workflow Patterns (2003)Big data: The next frontier for innovation, competition, and productivity (2011)Scalable Process Discovery Using Map-Reduce (2014)Designing a Process Mining-Enabled Decision Support System for Business Process Standardization in ERP Implementation Projects (2018)Data Analytic Approaches for Mining Process Improvement—Machinery Utilization Use Case (2020)Time prediction based on process mining (2010)Analyzing Process Variants to Understand Differences in Key Performance Indices (2017)Finding Process Variants in Event Logs (2017)Business Process Variant Analysis Based on Mutual Fingerprints of Event Logs (2020)Process Mining (2012)Predicting process behaviour using deep learning (2017)Conformance Testing: Measuring the Fit and Appropriateness of Event Logs and Process Models (2006)A review of business process mining: state‐of‐the‐art and future trends (2008)A business process mining application for internal transaction fraud mitigation (2011)Extracting Event Data from Databases to Unleash Process Mining (2015)Scalable Process Discovery with Guarantees (2015)Enabling value stream mapping for internal logistics using multidimensional process mining (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
  • 2005The ProM Framework: A New Era in Process Mining Tool Support929 cited
  • 2012Replaying history on process models for conformance checking and performance analysis738 cited
  • 2005Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance180 cited
  • 2014Discovering Block-Structured Process Models from Incomplete Event Logs176 cited
  • 2014Process and deviation exploration with Inductive visual Miner99 cited
  • 2013Root Cause Analysis with Enriched Process Logs78 cited
  • 2014Process Mining in the Large: A Tutorial67 cited
  • 2016A Visual Approach to Spot Statistically-Significant Differences in Event Logs Based on Process Metrics47 cited
  • 2015Pariket: Mining Business Process Logs for Root Cause Analysis of Anomalous Incidents28 cited

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