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of 24
pro vyhledávání: '"Broucke, Seppe Vanden"'
Autor:
Adams, Jan Niklas, Peeperkorn, Jari, Brockhoff, Tobias, Terrier, Isabelle, Göhner, Heiko, Uysal, Merih Seran, Broucke, Seppe vanden, De Weerdt, Jochen, van der Aalst, Wil M. P.
Process discovery algorithms learn process models from executed activity sequences, describing concurrency, causality, and conflict. Concurrent activities require observing multiple permutations, increasing data requirements, especially for processes
Externí odkaz:
http://arxiv.org/abs/2310.11332
Publikováno v:
Journal of Intelligent Information Systems 2022
Various methods using machine and deep learning have been proposed to tackle different tasks in predictive process monitoring, forecasting for an ongoing case e.g. the most likely next event or suffix, its remaining time, or an outcome-related variab
Externí odkaz:
http://arxiv.org/abs/2212.06430
Predictive process monitoring concerns itself with the prediction of ongoing cases in (business) processes. Prediction tasks typically focus on remaining time, outcome, next event or full case suffix prediction. Various methods using machine and deep
Externí odkaz:
http://arxiv.org/abs/2202.11985
Autor:
De Koninck, Pieter, Nelissen, Klaas, Broucke, Seppe vanden, Baesens, Bart, Snoeck, Monique, De Weerdt, Jochen
Publikováno v:
Knowl Inf Syst 63, 1197-1220 (2021)
Within the field of process mining, several different trace clustering approaches exist for partitioning traces or process instances into similar groups. Typically, this partitioning is based on certain patterns or similarity between the traces, or d
Externí odkaz:
http://arxiv.org/abs/2110.06703
Customer retention campaigns increasingly rely on predictive models to detect potential churners in a vast customer base. From the perspective of machine learning, the task of predicting customer churn can be presented as a binary classification prob
Externí odkaz:
http://arxiv.org/abs/1712.08101
Publikováno v:
In European Journal of Operational Research 1 August 2020 284(3):920-933
Akademický článek
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Akademický článek
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Publikováno v:
Journal of Intelligent Information Systems; Aug2023, Vol. 61 Issue 1, p27-51, 25p
Autor:
Van den Bulcke, Tim, Broucke, Paul Vanden, Hoof, Viviane Van, Wouters, Kristien, Broucke, Seppe Vanden, Smits, Geert, Smits, Elke, Proesmans, Sam, Genechten, Toon Van, Eyskens, François
Publikováno v:
In Journal of Biomedical Informatics April 2011 44(2):319-325