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Predictive Process Monitoring

A branch of predictive analysis that attempts to predict some future state of a business process.

Papers

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Showing 1–10 of 50 papers

TitleStatusHype
Trace Encoding in Process Mining: a survey and benchmarkingCode1
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event PredictionCode1
The Role of Explanation Styles and Perceived Accuracy on Decision Making in Predictive Process Monitoring—0
Self-Explaining Neural Networks for Business Process Monitoring—0
Directly Follows Graphs Go Predictive Process Monitoring With Graph Neural Networks—0
Achieving Group Fairness through Independence in Predictive Process MonitoringCode0
Generating Realistic Adversarial Examples for Business Processes using Variational Autoencoders—0
Extending predictive process monitoring for collaborative processes—0
Attention Please: What Transformer Models Really Learn for Process PredictionCode0
HOEG: A New Approach for Object-Centric Predictive Process MonitoringCode0
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