ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs

ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs

The outcome-oriented predictive process monitoring is a family of predictive process mining techniques that have witnessed rapid development and increasing adoption in the past few years. Boosted by the recent successful applications of deep learning in predictive process mining, we propose ORANGE,...

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Bibliographic Details
Main Authors: Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba, Giuseppe Modugno
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Predictive process analytics
outcome prediction
computer vision
convolutional neural networks
spatial data modeling
Online Access:https://ieeexplore.ieee.org/document/9216173/

Internet

https://ieeexplore.ieee.org/document/9216173/

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