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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