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ProcessTransformer: Predictive Business Process Monitoring with Transformer Network [article]

Zaharah A. Bukhsh, Aaqib Saeed, Remco M. Dijkman
2021 arXiv   pre-print
Predictive business process monitoring focuses on predicting future characteristics of a running process using event logs.  ...  In this paper, we propose ProcessTransformer, an approach for learning high-level representations from event logs with an attention-based network.  ...  In the last decade, deep neural networks are widely adopted for tasks related to business process monitoring.  ... 
arXiv:2104.00721v1 fatcat:jlxhtdp5cnfd5dfdywc6butp6i