30 citations · 51 across the 7 of their papers we have counts for
3 papers · 1 filter
Discovery of Decision Synchronization Patterns from Event Logs
Tijmen Kuijpers, Karolin Winter, Remco Dijkman
Synchronizing decisions between running cases in business processes facilitates fair and efficient use of resources, helps prioritize the most valuable cases, and prevents unnecess…
Online Multimodal Transportation Planning using Deep Reinforcement Learning
Amirreza Farahani, Laura Genga, Remco Dijkman
In this paper we propose a Deep Reinforcement Learning approach to solve a multimodal transportation planning problem, in which containers must be assigned to a truck or to trains…
ProcessTransformer: Predictive Business Process Monitoring with Transformer Network
Zaharah A. Bukhsh, Aaqib Saeed, Remco M. Dijkman
Predictive business process monitoring focuses on predicting future characteristics of a running process using event logs. The foresight into process execution promises great poten…