GitHub topics: predictive-process-monitoring
raseidi/skpm
A process mining library built upon scikit-learn!
Language: Python - Size: 4.21 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 21 - Forks: 2
WHU-Process-Mining/ESF
A Two-Stage Predictive Process Monitoring Approach with Enabled State Filtering for High-Variability Suffixes
Language: Python - Size: 52.7 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0
WHU-Process-Mining/PTE
A Consumption-Generation Driven Place-Transition Embedding Framework for Predictive Process Monitoring
Language: Python - Size: 19.5 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
WHU-Process-Mining/SGAP
SGAP: Enhancing Predictive Process Monitoring with Sequential Graphs and Trace Attention
Language: Python - Size: 1.62 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
rhnfzl/ppm-dashboard
Demo of Predictive Process Monitoring Dashboard using Streamlit over Recurrent Neural Network (LSTM) model on Sepsis Dataset.
Language: Python - Size: 1.09 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
rhnfzl/business-process-dashboard-using-lstm
Master Thesis Project Repository: Predictive Process Monitoring Dashboard for Emulating LSTM Models over Business Processes and its Qualitative Evaluation
Language: Jupyter Notebook - Size: 31.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
GhadaElkhawaga/PPM_XAI_Comparison
Code of experiments implemented in the paper "Explainability of Predictive Process Monitoring results: Techniques, Experiments and Lessons Learned", comparing XAI methods at different granularities (global/local) with different settings on predictive process monitoring outcomes using process mining event logs
Language: HTML - Size: 59.7 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1
AlexanderPaulStevens/Quantifying-Explainability
GitHub repository of Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring
Language: Jupyter Notebook - Size: 4.67 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1
christianwarmuth/explainable-predictive-process-monitoring-with-text
On the Potential of Textual Data for Explainable Predictive Process Monitoring (ICPM 2022)
Language: Jupyter Notebook - Size: 648 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0
