Dr. Julian Theis

Dr. Julian Theis

Uniting Process Mining and Deep Learning | PhD in Industrial Engineering and Operations Research from the University of Illinois Chicago

DREAM-NAP

Code Repository: DREAM-NAP

This project is the implementation of the Decay Replay Mining - Next Transition Prediction (DREAM-NAP) approach described in the paper Decay Replay Mining to Predict Next Process Events by Julian Theis and Houshang Darabi. Both authors are with the Process Mining and Intelligent System Analytics Team (PROMINENT) at the University of Illinois at Chicago, USA.

@article{theis2019decay,
  title={Decay Replay Mining to Predict Next Process Events},
  author={Theis, Julian and Darabi, Houshang},
  journal={IEEE Access},
  volume={7},
  pages={119787--119803},
  year={2019},
  publisher={IEEE}
}