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Context-Aware Predictions on Business Processes: An Ensemble-Based Solution
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Context-Aware Predictions on Business Processes: An Ensemble-Based Solution (2013)Context-Aware Predictions on Business Pro…Discovering Context-Aware Models for Predicting Business Process Performances (2012)Discovering Context-Aware Mod…Time prediction based on process mining (2010)Time prediction based on proc…Cycle Time Prediction: When Will This Case Finally Be Finished? (2008)Cycle Time Prediction: When W…Discovering expressive process models by clustering log traces (2006)Discovering expressive proces…Workflow mining: A survey of issues and approaches (2003)Workflow mining: A survey of …Structuring Business Process Context Information for Process Monitoring and Prediction (2020)Structuring Business Process …Business Process Management Workshops (2008)Predictive Business Process Monitoring with Structured and Unstructured Data (2016)A Deep Learning Approach for Predicting Process Behaviour at Runtime (2017)Genetic algorithms for hyperparameter optimization in predictive business process monitoring (2018)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)THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENT (1998)Context Aware Trace Clustering: Towards Improving Process Mining Results (2009)A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs (2012)Quality Dimensions in Process Discovery: The Importance of Fitness, Precision, Generalization and Simplicity (2014)Business Process Management: A Survey (2003)Workflow Patterns (2003)The ProM Framework: A New Era in Process Mining Tool Support (2005)Genetic Process Mining (2005)Business process mining: An industrial application (2006)Genetic process mining: an experimental evaluation (2007)Beyond Process Mining: From the Past to Present and Future (2010)Prediction of Remaining Service Execution Time Using Stochastic Petri Nets with Arbitrary Firing Delays (2013)Using Convolutional Neural Networks for Predictive Process Analytics (2019)Analyzing the Past to Prepare for the Future: Writing a Literature Review (2002)Process Mining (2011)Process Mining: Discovery, Conformance and Enhancement of Business Processes (2011)
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References

  • 2003Workflow mining: A survey of issues and approaches1,052 cited
  • 2010Time prediction based on process mining507 cited
  • 2006Discovering expressive process models by clustering log traces321 cited
  • 2008Cycle Time Prediction: When Will This Case Finally Be Finished?132 cited
  • 2012Discovering Context-Aware Models for Predicting Business Process Performances112 cited

Cited by

  • 2020Structuring Business Process Context Information for Process Monitoring and Prediction15 cited

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