A process mining library built upon scikit-learn!

GitHub repository of Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring

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

On the Potential of Textual Data for Explainable Predictive Process Monitoring (ICPM 2022)

Demo of Predictive Process Monitoring Dashboard using Streamlit over Recurrent Neural Network (LSTM) model on Sepsis Dataset.

Master Thesis Project Repository: Predictive Process Monitoring Dashboard for Emulating LSTM Models over Business Processes and its Qualitative Evaluation

SGAP: Enhancing Predictive Process Monitoring with Sequential Graphs and Trace Attention

A Consumption-Generation Driven Place-Transition Embedding Framework for Predictive Process Monitoring

A Two-Stage Predictive Process Monitoring Approach with Enabled State Filtering for High-Variability Suffixes