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A Machine Learning Approach to Workflow Management
3 references·16 citing·29 second hop
A Machine Learning Approach to Workflow Management (2000)A Machine Learning Approach to Workflow M…Mining process models from workflow logs (1998)Mining process models from wo…Automating process discovery through event-data analysis (1995)Automating process discovery …Process modeling (1992)Process modelingA markov prediction model for data-driven semi-structured business processes (2013)A markov prediction model for…Process-Aware Information Systems: Lessons to Be Learned from Process Mining (2009)Process-Aware Information Sys…Process Mining Applied to the Test Process of Wafer Scanners in ASML (2009)Process Mining Applied to the…The Need for a Process Mining Evaluation Framework in Research and Practice (2008)The Need for a Process Mining…A novel approach for process mining based on event types (2008)A novel approach for process …Quantifying process equivalence based on observed behavior (2007)Quantifying process equivalen…Finding Structure in Unstructured Processes: The Case for Process Mining (2007)Finding Structure in Unstruct…Mining Staff Assignment Rules from Event-Based Data (2006)Mining Staff Assignment Rules…Conformance Testing: Measuring the Fit and Appropriateness of Event Logs and Process Models (2006)Conformance Testing: Measurin…Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance (2005)Process Mining and Security: …Business alignment: using process mining as a tool for Delta analysis and conformance testing (2005)Business alignment: using pro…Multi-phase Process Mining: Building Instance Graphs (2004)Multi-phase Process Mining: B…Workflow mining with InWoLvE (2003)Workflow mining with InWoLvEMining exact models of concurrent workflows (2003)Mining exact models of concur…Discovering Workflow Performance Models from Timed Logs (2002)Discovering Workflow Performa…Process mining: discovering workflow models from event-based data (2001)Process mining: discovering w…Discovering models of software processes from event-based data (1998)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Process mining : extending the alpha-algorithm to mine short loops (2004)An overview of workflow management: From process modeling to workflow automation infrastructure (1995)Business Process Intelligence (2003)Process mining: a research agenda (2003)Business process mining: An industrial application (2006)Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Approaching Process Mining with Sequence Clustering: Experiments and Findings (2007)Process Mining Framework for Software Processes (2007)LEARNING BY KNOWLEDGE‐INTENSIVE FIRMS* (1992)Decision Making in a Fuzzy Environment (2007)Process Diagnostics: A Method Based on Process Mining (2009)Software process model evolution in the SPADE environment (1993)Mining process models with prime invisible tasks (2010)A robust F-measure for evaluating discovered process models (2011)The case for process mining in auditing: Sources of value added and areas of application (2012)Towards Comprehensive Support for Privacy Preservation Cross-Organization Business Process Mining (2016)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)Generation of Business Process Models for Object Life Cycle Compliance (2007)Conformance checking of service behavior (2008)An analysis of BPM lifecycles: from a literature review to a framework proposal (2014)An exploration towards a production theory and its application to construction (2000)THE LAST PLANNER SYSTEM OF PRODUCTION CONTROL (2000)Research Commentary: Information Systems and Conceptual Modeling—A Research Agenda (2002)A Rule-Based Approach for Process Discovery: Dealing with Noise and Imbalance in Process Logs (2006)Comprehensive rule-based compliance checking and risk management with process mining (2012)
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References

  • 1992Process modeling1,632 cited
  • 1998Mining process models from workflow logs799 cited
  • 1995Automating process discovery through event-data analysis215 cited

Cited by

  • 2005Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance180 cited
  • 2006Conformance Testing: Measuring the Fit and Appropriateness of Event Logs and Process Models177 cited
  • 2005Business alignment: using process mining as a tool for Delta analysis and conformance testing166 cited
  • 2002Discovering Workflow Performance Models from Timed Logs158 cited
  • 2008A novel approach for process mining based on event types150 cited
  • 2004Multi-phase Process Mining: Building Instance Graphs148 cited
  • 2001Process mining: discovering workflow models from event-based data139 cited
  • 2007Quantifying process equivalence based on observed behavior133 cited
  • 2009Process Mining Applied to the Test Process of Wafer Scanners in ASML126 cited
  • 2003Workflow mining with InWoLvE124 cited
  • 2013A markov prediction model for data-driven semi-structured business processes120 cited
  • 2003Mining exact models of concurrent workflows

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120 cited
  • 2007Finding Structure in Unstructured Processes: The Case for Process Mining117 cited
  • 2009Process-Aware Information Systems: Lessons to Be Learned from Process Mining115 cited
  • 2006Mining Staff Assignment Rules from Event-Based Data109 cited
  • 2008The Need for a Process Mining Evaluation Framework in Research and Practice102 cited