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Sequential Anomaly Detection Techniques in Business Processes
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Sequential Anomaly Detection Techniques in Business Processes (2017)Sequential Anomaly Detection Techniques i…Pariket: Mining Business Process Logs for Root Cause Analysis of Anomalous Incidents (2015)Pariket: Mining Business Proc…Business process anomaly detection using ontology-based process modelling and Multi-Level Class Association Rule Learning (2015)Business process anomaly dete…Temporal Anomaly Detection in Business Processes (2014)Temporal Anomaly Detection in…Predictive Task Monitoring for Business Processes (2014)Predictive Task Monitoring fo…Algorithms for anomaly detection of traces in logs of process aware information systems (2012)Algorithms for anomaly detect…Real-time business process monitoring method for prediction of abnormal termination using KNNI-based LOF prediction (2011)Real-time business process mo…Process Mining (2011)Process MiningProcess diagnostics using trace alignment: Opportunities, issues, and challenges (2011)Process diagnostics using tra…PLG: A Framework for the Generation of Business Process Models and Their Execution Logs (2011)PLG: A Framework for the Gene…Process-Aware Information Systems: Lessons to Be Learned from Process Mining (2009)Process-Aware Information Sys…Data fusion (2009)Data fusionAnomaly Detection Using Process Mining (2009)Anomaly Detection Using Proce…ANOMALY DETECTION ALGORITHMS IN BUSINESS PROCESS LOGS (2008)ANOMALY DETECTION ALGORITHMS …Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance (2005)Process Mining and Security: …Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Multi-perspective Anomaly Detection in Business Process Execution Events (2016)Mining association rules for anomaly detection in dynamic process runtime behavior and explaining the root cause to users (2019)Machine learning in business process management: A systematic literature review (2024)Workflow Management—Models, Methods and Systems (2003)The ProM Framework: A New Era in Process Mining Tool Support (2005)Workflow control-flow patterns : a revised view (2006)Enhancing precision in Process Conformance: Stability, confidence and severity (2011)Business models enhancement through discovery of roles (2013)Mining Invisible Tasks in Non-free-choice Constructs (2015)Goal‐based business process models: creation and evaluation (1997)Improving Business Process Quality through Exception Understanding, Prediction, and Prevention (2001)Business Process Intelligence (2003)A Multi-stage Deep Learning Approach for Business Process Event Prediction (2017)Run-time prediction of business process indicators using evolutionary decision rules (2017)Decay Replay Mining to Predict Next Process Events (2019)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)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)Workflow Patterns (2003)Conformance checking of processes based on monitoring real behavior (2007)Aligning Event Logs and Process Models for Multi-perspective Conformance Checking: An Approach Based on Integer Linear Programming (2013)Bridging abstraction layers in process mining (2014)Engineering Psychology and Human Performance (2015)Discovering role interaction models in the Emergency Room using Process Mining (2017)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)BINet: Multi-perspective business process anomaly classification (2019)Event Log Preprocessing for Process Mining: A Review (2021)Analyzing business process anomalies using autoencoders (2018)Big Data Integration (2013)Methodologies for Cross-Domain Data Fusion: An Overview (2015)Implications of the use of artificial intelligence in public governance: A systematic literature review and a research agenda (2021)Process Mining Manifesto (2012)Replaying history on process models for conformance checking and performance analysis (2012)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)
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References

  • 2009Data fusion1,848 cited
  • 2011Process Mining1,804 cited
  • 2005Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance180 cited
  • 2011Process diagnostics using trace alignment: Opportunities, issues, and challenges130 cited
  • 2012Algorithms for anomaly detection of traces in logs of process aware information systems118 cited
  • 2009Process-Aware Information Systems: Lessons to Be Learned from Process Mining115 cited
  • 2009Anomaly Detection Using Process Mining106 cited
  • 2011Real-time business process monitoring method for prediction of abnormal termination using KNNI-based LOF prediction72 cited
  • 2014Temporal Anomaly Detection in Business Processes71 cited
  • 2011PLG: A Framework for the Generation of Business Process Models and Their Execution Logs70 cited
  • 2014Predictive Task Monitoring for Business Processes57 cited
  • 2015Business process anomaly detection using ontology-based process modelling and Multi-Level Class Association Rule Learning38 cited
  • 2008ANOMALY DETECTION ALGORITHMS IN BUSINESS PROCESS LOGS29 cited
  • 2015Pariket: Mining Business Process Logs for Root Cause Analysis of Anomalous Incidents28 cited

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