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Researcher
Pieter De Koninck
- Disciplines:Applied mathematics in specific fields, Artificial intelligence, Information sciences, Information systems, Cognitive science and intelligent systems, Management, Instructional sciences
Affiliations
- Information Systems Engineering Research Group (LIRIS) (main work address Leuven) (Research unit)
Member
From21 Sep 2015 → 21 Mar 2022
Projects
1 - 1 of 1
- Advanced Clustering Techniques for Business Process Execution TracesFrom22 Sep 2015 → 22 Sep 2019Funding: BOF - Doctoral projects
Publications
1 - 10 of 11
- Expert-driven Trace Clustering with Instance-level Constraints(2021)
Authors: Pieter De Koninck, Klaas Nelissen, Seppe vanden Broucke, Bart Baesens, Monique Snoeck, Jochen De Weerdt
- Advanced Clustering Techniques for Business Process Execution Traces(2019)
Authors: Pieter De Koninck, Jochen De Weerdt
- Scalable Mixed-Paradigm Trace Clustering using Super-Instances(2019)
Authors: Pieter De Koninck, Jochen De Weerdt
Pages: 17 - 24Number of pages: 8 - Dropout Prediction in MOOCs: A Comparison Between Process and Sequence Mining(2018)
Authors: Galina Deeva, Johannes De Smedt, Pieter De Koninck, Jochen De Weerdt
Pages: 243 - 255Number of pages: 13 - Act2vec, trace2vec, log2vec, and model2vec: Representation learning for business processes(2018)
Authors: Pieter De Koninck, Seppe vanden Broucke, Jochen De Weerdt
Pages: 305 - 321 - Multi-objective trace clustering: Finding more balanced solutions(2017)
Authors: Pieter De Koninck, Jochen De Weerdt
Pages: 49 - 60 - Similarity-based approaches for determining the number of trace clusters in process discovery(2017)
Authors: Pieter De Koninck, Jochen De Weerdt
Pages: 19 - 42 - Explaining clusterings of process instances(2017)
Authors: Pieter De Koninck, Jochen De Weerdt, Seppe vanden Broucke
Pages: 774 - 808 - An approach for incorporating expert knowledge in trace clustering(2017)
Authors: Pieter De Koninck, Klaas Nelissen, Bart Baesens, Seppe vanden Broucke, Monique Snoeck, Jochen De Weerdt
Pages: 561 - 576 - Determining the number of trace clusters: a stability-based approach(2016)
Authors: Pieter De Koninck, Jochen De Weerdt
Pages: 1 - 15