Seppe vanden Broucke
Seppe vanden Broucke
Assistant Professor at KU Leuven
Verified email at kuleuven.be - Homepage
TitleCited byYear
Active trace clustering for improved process discovery
J De Weerdt, S vanden Broucke, J Vanthienen, B Baesens
IEEE Transactions on Knowledge and Data Engineering 25 (12), 2708-2720, 2013
762013
Determining process model precision and generalization with weighted artificial negative events
S Vanden Broucke, J De Weerdt, J Vanthienen, B Baesens
IEEE Transactions on Knowledge and Data Engineering, 2013
372013
A dynamic understanding of customer behavior processes based on clustering and sequence mining
A Seret, SKLM vanden Broucke, B Baesens, J Vanthienen
Expert Systems with Applications 41 (10), 4648-4657, 2014
242014
Leveraging process discovery with trace clustering and text mining for intelligent analysis of incident management processes
J De Weerdt, S vanden Broucke, J Vanthienen, B Baesens
Evolutionary Computation (CEC), 2012 IEEE Congress on, 1-8, 2012
232012
An empirical comparison of techniques for the class imbalance problem in churn prediction
B Zhu, B Baesens, SKLM vanden Broucke
Information Sciences 408, 84-99, 2017
212017
A Comprehensive Benchmarking Framework (CoBeFra) for conformance analysis between procedural process models and event logs in ProM
S vanden Broucke, J De Weerdt, B Baesens, J Vanthienen
Proceedings of the IEEE Symposium on Computational Intelligence and Data …, 2013
192013
Fodina: a robust and flexible heuristic process discovery technique
SKLM vanden Broucke, J De Weerdt
Decision Support Systems 100, 109-118, 2017
182017
Towards a Holistic Discovery of Decisions in Process-Aware Information Systems
J De Smedt, F Hasić, SKLM vanden Broucke, J Vanthienen
International Conference on Business Process Management, 183-199, 2017
172017
Improved artificial negative event generation to enhance process event logs
SKLM vanden Broucke, J De Weerdt, B Baesens, J Vanthienen
International Conference on Advanced Information Systems Engineering, 254-269, 2012
152012
Data mining methods for classification of Medium-Chain Acyl-CoA dehydrogenase deficiency (MCADD) using non-derivatized tandem MS neonatal screening data
T Van den Bulcke, PV Broucke, VV Hoof, K Wouters, SV Broucke, G Smits, ...
Journal of Biomedical Informatics 44 (2), 319-325, 2011
152011
Event-based Real-time Decomposed Conformance Analysis
SKLM vanden Broucke, J Munoz-Gama, J Carmona, B Baesens, ...
14*
Enabling flexible location-aware business process modeling and execution
X Zhu, S vanden Broucke, G Zhu, J Vanthienen, B Baesens
Decision Support Systems 83, 1-9, 2016
102016
Perturbing event logs to identify cost reduction opportunities: A genetic algorithm-based approach
WZ Low, J De Weerdt, MT Wynn, AHM ter Hofstede, WMP van der Aalst, ...
Evolutionary Computation (CEC), 2014 IEEE Congress on, 2428-2435, 2014
102014
A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways
J Lismont, AS Janssens, I Odnoletkova, S vanden Broucke, F Caron, ...
Computers in Biology and Medicine 77, 125-134, 2016
92016
Profit maximizing logistic regression modeling for customer churn prediction
E Stripling, S vanden Broucke, K Antonio, B Baesens, M Snoeck
Data Science and Advanced Analytics (DSAA), 2015. 36678 2015. IEEE …, 2015
82015
A full R/I-net construct lexicon for declare constraints
J De Smedt, SKLM Vanden Broucke, J De Weerdt, J Vanthienen
82015
Benchmarking sampling techniques for imbalance learning in churn prediction
B Zhu, B Baesens, A Backiel, SKLM vanden Broucke
Journal of the Operational Research Society, 1-17, 2017
72017
Revising history for cost-informed process improvement
WZ Low, S vanden Broucke, MT Wynn, AHM ter Hofstede, J De Weerdt, ...
Computing 98 (9), 895-921, 2016
62016
Declarative process discovery with evolutionary computing
SKLM vanden Broucke, J Vanthienen, B Baesens
Evolutionary Computation (CEC), 2014 IEEE Congress on, 2412-2419, 2014
62014
An improved process event log artificial negative event generator
SKLM Vanden Broucke, J De Weerdt, J Vanthienen, B Baesens
62012
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Articles 1–20