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Pieter De Koninck
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act2vec, trace2vec, log2vec, and model2vec: Representation Learning for Business Processes
P De Koninck, S vanden Broucke, J De Weerdt
Business Process Management: 16th International Conference, BPM 2018, Sydney …, 2018
942018
Explaining clusterings of process instances
P De Koninck, J De Weerdt, S vanden Broucke
Data Mining and Knowledge Discovery, 1-35, 2016
452016
Dropout prediction in MOOCs: a comparison between process and sequence mining
G Deeva, J De Smedt, P De Koninck, J De Weerdt
Business Process Management Workshops: BPM 2017 International Workshops …, 2018
412018
Scalable mixed-paradigm trace clustering using super-instances
P De Koninck, J De Weerdt
2019 International Conference on Process Mining (ICPM), 17-24, 2019
202019
An approach for incorporating expert knowledge in trace clustering
P De Koninck, K Nelissen, B Baesens, S vanden Broucke, M Snoeck, ...
Advanced Information Systems Engineering: 29th International Conference …, 2017
202017
Expert-driven trace clustering with instance-level constraints
P De Koninck, K Nelissen, S Vanden Broucke, B Baesens, M Snoeck, ...
Knowledge and Information Systems 63 (5), 1197-1220, 2021
182021
vanden Broucke S, De Weerdt J (2018) act2vec, trace2vec, log2vec, and model2vec: representation learning for business processes
P De Koninck
Business process management. Springer, Berlin, 305-321, 0
9
vanden Broucke S De Weerdt J Weske M Montali M Weber I vom Brocke J act2vec, trace2vec, log2vec, and model2vec: representation learning for business processes
P De Koninck
Business Process Management, 2018
82018
Multi-objective trace clustering: Finding more balanced solutions
P De Koninck, J De Weerdt
Business Process Management Workshops: BPM 2016 International Workshops, Rio …, 2017
72017
Similarity-based approaches for determining the number of trace clusters in process discovery
P De Koninck, J De Weerdt
Transactions on petri nets and other models of concurrency XII, 19-42, 2017
62017
Determining the number of trace clusters: a stability-based approach
P De Koninck, J De Weerdt
Proceedings of the International Workshop on Algorithms & Theories for the …, 2016
52016
A stability assessment framework for process discovery techniques
P De Koninck, J De Weerdt
Business Process Management: 14th International Conference, BPM 2016, Rio de …, 2016
32016
Department of Decision Sciences and Information Management, Faculty of Economics and Business, KU Leuven, Leuven, Belgium {pieter. dekoninck, seppe. vandenbroucke, jochen …
P De Koninck, S vanden Broucke, J De Weerdt
Business Process Management: 16th International Conference, BPM 2018, Sydney …, 2018
2018
Advancing trace clustering beyond traditional objectives
P De Koninck
Doctoral Consortium at the 14th International Conference on Business Process …, 2016
2016
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