Using Convolutional Neural Networks for Predictive Process Analytics

The repository contains code referred to the work:

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba

Using Convolutional Neural Networks for Predictive Process Analytics

Please cite our work if you find it useful for your research and work.

@INPROCEEDINGS{8786066,
  author={V. {Pasquadibisceglie} and A. {Appice} and G. {Castellano} and D. {Malerba}},
  booktitle={2019 International Conference on Process Mining (ICPM)}, 
  title={Using Convolutional Neural Networks for Predictive Process Analytics}, 
  year={2019},
  volume={},
  number={},
  pages={129-136},
  doi={10.1109/ICPM.2019.00028}}

How to use:

Train neural network

• event_log: event log name
• n_layers: number of convolutional layers

python main.py -event_log helpdesk -n_layers 2