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pro vyhledávání: '"Milani, Fredrik"'
Predictive process monitoring is an evolving research field that studies how to train and use predictive models for operational decision-making. One of the problems studied in this field is that of predicting the sequence of upcoming activities in a
Externí odkaz:
http://arxiv.org/abs/2312.05560
Waiting times in a business process often arise when a case transitions from one activity to another. Accordingly, analyzing the causes of waiting times of activity transitions can help analysts to identify opportunities for reducing the cycle time o
Externí odkaz:
http://arxiv.org/abs/2212.01392
Publikováno v:
In Information Systems December 2024 126
Publikováno v:
In International Journal of Information Management Data Insights November 2024 4(2)
Publikováno v:
In Data & Knowledge Engineering November 2024 154
Prescriptive process monitoring methods seek to optimize a business process by recommending interventions at runtime to prevent negative outcomes or poorly performing cases. In recent years, various prescriptive process monitoring methods have been p
Externí odkaz:
http://arxiv.org/abs/2112.01769
Publikováno v:
Business Process Management Journal, 2023, Vol. 29, Issue 8, pp. 101-132.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/BPMJ-10-2021-0631
Process mining methods allow analysts to use logs of historical executions of business processes in order to gain knowledge about the actual behavior of these processes. One of the most widely studied process mining operations is automated process di
Externí odkaz:
http://arxiv.org/abs/1806.03150
Blockchain has emerged as one of the most promising and revolutionary technologies in the past years. Companies are exploring implementation of use cases in hope of significant gains in efficiencies. However, to achieve the impact hoped for, it is no
Externí odkaz:
http://arxiv.org/abs/1806.03054
Autor:
Milani, Fredrik, Maggi, Fabrizio M.
Process mining has gained traction over the past decade and an impressive body of research has resulted in the introduction of a variety of process mining approaches measuring process performance. Having this set of techniques available, organization
Externí odkaz:
http://arxiv.org/abs/1804.03965