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Designing and Evaluating an Interpretable Predictive Modeling Technique for Business Processes
13 references·2 citing·32 second hop
Designing and Evaluating an Interpretable Predictive Modeling Technique for Business Processes (2015)Designing and Evaluating an Interpretable…BPI Challenge 2015 (2015)BPI Challenge 2015Constructing Decision Trees from Process Logs for Performer Recommendation (2014)Constructing Decision Trees f…Mining Process Performance from Event Logs (2013)Mining Process Performance fr…Process Mining Manifesto (2012)Process Mining ManifestoProcess Mining: Discovery, Conformance and Enhancement of Business Processes (2011)Process Mining: Discovery, Co…Process Mining (2011)Process MiningPredictive Analytics in Information Systems Research1 (2011)Predictive Analytics in Infor…Time prediction based on process mining (2010)Time prediction based on proc…Process Discovery: Capturing the Invisible (2010)Process Discovery: Capturing …Predictive Analytics in Information Systems Research (2010)Predictive Analytics in Infor…Beyond Process Mining: From the Past to Present and Future (2010)Beyond Process Mining: From t…Process mining: a two-step approach to balance between underfitting and overfitting (2008)Process mining: a two-step ap…THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)THE APPLICATION OF PETRI NETS…Bayesian Network Based Predictions of Business Processes (2020)Bayesian Network Based Predic…Enabling Dynamic Decision Making in Business Processes with DMN (2016)Enabling Dynamic Decision Mak…Workflow mining: A survey of issues and approaches (2003)Workflow mining: discovering process models from event logs (2004)Conformance checking of processes based on monitoring real behavior (2007)Process Mining (2012)Predictive Monitoring of Business Processes (2014)Predictive Monitoring of Business Processes: A Survey (2017)Discovering models of software processes from event-based data (1998)Time patterns for process-aware information systems (2012)Improving business process decision making based on past experience (2013)Process Science in Action: A Literature Review on Process Mining in Business Management (2021)Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology (1989)Firm Performance Impacts of Digitally Enabled Supply Chain Integration Capabilities (2006)To Explain or to Predict? (2010)Using PLS path modeling in new technology research: updated guidelines (2016)When to use and how to report the results of PLS-SEM (2018)Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R (2021)The Discovery of Grounded Theory; Strategies for Qualitative Research (1968)User Acceptance of Information Technology: Toward A Unified View1 (2003)Predictive model assessment in PLS-SEM: guidelines for using PLSpredict (2019)Business Process Management: A Comprehensive Survey (2013)Digital Innovation Management: Reinventing Innovation Management Research in a Digital World (2017)Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour (2014)Process Discovery Using Integer Linear Programming (2008)Outcome-Oriented Predictive Process Monitoring (2019)An Overview of Artificial Intelligence Ethics (2022)Workflow Patterns (2003)YAWL: yet another workflow language (2004)Recomposing conformance: Closing the circle on decomposed alignment-based conformance checking in process mining (2018)Decay Replay Mining to Predict Next Process Events (2019)Process data properties matter: Introducing gated convolutional neural networks (GCNN) and key-value-predict attention networks (KVP) for next event prediction with deep learning (2021)Replaying history on process models for conformance checking and performance analysis (2012)Discovering Block-Structured Process Models from Event Logs - A Constructive Approach (2013)
this work references cited by second hop

References

  • 1998THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT2,706 cited
  • 2011Process Mining1,804 cited
  • 2011Process Mining: Discovery, Conformance and Enhancement of Business Processes1,725 cited
  • 2011Predictive Analytics in Information Systems Research11,323 cited
  • 2012Process Mining Manifesto1,209 cited
  • 2010Predictive Analytics in Information Systems Research676 cited
  • 2010Time prediction based on process mining507 cited
  • 2008Process mining: a two-step approach to balance between underfitting and overfitting440 cited
  • 2010Beyond Process Mining: From the Past to Present and Future125 cited
  • 2015BPI Challenge 201589 cited
  • 2010Process Discovery: Capturing the Invisible88 cited
  • 2013Mining Process Performance from Event Logs34 cited
  • 2014Constructing Decision Trees from Process Logs for Performer Recommendation31 cited

Cited by

  • 2020Bayesian Network Based Predictions of Business Processes22 cited
  • 2016Enabling Dynamic Decision Making in Business Processes with DMN19 cited

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