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Predictive Analytics for Semi-structured Case Oriented Business Processes
13 references·0 citing·41 second hop
Predictive Analytics for Semi-structured Case Oriented Business Processes (2011)Predictive Analytics for Semi-structured …Business Process Intelligence (2014)Business Process IntelligenceSelf-adjusting Recommendations for People-Driven Ad-Hoc Processes (2010)Self-adjusting Recommendation…Analyzing Resource Behavior Using Process Mining (2010)Analyzing Resource Behavior U…Business Provenance – A Technology to Increase Traceability of End-to-End Operations (2008)Business Provenance – A Techn…Decision Mining in ProM (2006)Decision Mining in ProMBusiness process mining: An industrial application (2006)Business process mining: An i…Probabilistic workflow mining (2005)Probabilistic workflow miningCase handling: a new paradigm for business process support (2004)Case handling: a new paradigm…Workflow mining: A survey of issues and approaches (2003)Workflow mining: A survey of …Business Process Intelligence (2003)Business Process IntelligenceIntegrating machine learning and workflow management to support acquisition and adaptation of workflow models (2002)Integrating machine learning …A Machine Learning Approach to Workflow Management (2000)A Machine Learning Approach t…Discovering models of software processes from event-based data (1998)Discovering models of softwar…Reengineering Work: Don’t Automate, Obliterate (1990)Workflow mining: discovering process models from event logs (2004)A survey of data provenance in e-science (2005)Business Process Simulation Revisited (2010)Process Mining in the Large: A Tutorial (2014)A Templating System to Generate Provenance (2017)Process-aware information systems: bridging people and software through process technology (2006)Engineering Psychology and Human Performance (2015)The Use of Process Mining in Business Process Simulation Model Construction (2015)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Process modeling (1992)Automating process discovery through event-data analysis (1995)Mining process models from workflow logs (1998)Business alignment: using process mining as a tool for Delta analysis and conformance testing (2005)Process Mining and Security: Detecting Anomalous Process Executions and Checking Process Conformance (2005)Conformance Testing: Measuring the Fit and Appropriateness of Event Logs and Process Models (2006)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Business Process Management: A Survey (2003)Workflow Patterns (2003)Conformance checking of processes based on monitoring real behavior (2007)Adeptflex—Supporting Dynamic Changes of Workflows Without Losing Control (1998)A Declarative Approach for Flexible Business Processes Management (2006)Change patterns and change support features – Enhancing flexibility in process-aware information systems (2008)Declarative workflows: Balancing between flexibility and support (2009)Experiences with workflow management (1994)Dynamic change within workflow systems (1995)Mining exact models of concurrent workflows (2003)Workflow mining with InWoLvE (2003)A markov prediction model for data-driven semi-structured business processes (2013)Perspectives on Behavior-Based versus Outcome-Based Salesforce Control Systems (1987)Mining process models with non-free-choice constructs (2007)Process mining: a two-step approach to balance between underfitting and overfitting (2008)Trace Clustering in Process Mining (2009)The ProM Framework: A New Era in Process Mining Tool Support (2005)Similarity of business process models: Metrics and evaluation (2010)Time prediction based on process mining (2010)Fuzzy Mining – Adaptive Process Simplification Based on Multi-perspective Metrics (2007)Business Process Management: A Comprehensive Survey (2013)Discovering simulation models (2008)Process mining techniques for analysing patterns and strategies in students’ self-regulated learning (2013)A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs (2015)
this work references cited by second hop

References

  • 2003Workflow mining: A survey of issues and approaches1,052 cited
  • 1998Discovering models of software processes from event-based data870 cited
  • 2006Business process mining: An industrial application783 cited
  • 2004Case handling: a new paradigm for business process support770 cited
  • 2003Business Process Intelligence538 cited
  • 2006Decision Mining in ProM298 cited
  • 2000A Machine Learning Approach to Workflow Management190 cited
  • 2002Integrating machine learning and workflow management to support acquisition and adaptation of workflow models124 cited
  • 2010Analyzing Resource Behavior Using Process Mining110 cited
  • 2008Business Provenance – A Technology to Increase Traceability of End-to-End Operations86 cited
  • 2014Business Process Intelligence63 cited
  • 2005Probabilistic workflow mining55 cited
  • 2010Self-adjusting Recommendations for People-Driven Ad-Hoc Processes49 cited

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