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Next Activity prediction with RGB Image and Inception Module

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Predictive Process Mining Meets Computer Vision

The repository contains code referred to the work:

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba

Predictive Process Mining Meets Computer Vision

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

@InProceedings{10.1007/978-3-030-58638-6_11,
author="Pasquadibisceglie, Vincenzo
and Appice, Annalisa
and Castellano, Giovanna
and Malerba, Donato",
editor="Fahland, Dirk
and Ghidini, Chiara
and Becker, Jörg
and Dumas, Marlon",
title="Predictive Process Mining Meets Computer Vision",
booktitle="Business Process Management Forum",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="176--192",
isbn="978-3-030-58638-6"
}

How to use

Generate Feature set:

  • event_log: event log name
python generate_feature.py -event_log receipt

Generate Image set:

  • event_log: event log name
python generate_image.py -event_log receipt

Train neural network:

  • event_log: event log name
python deep_ppm.py -event_log receipt

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