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Seppe vanden Broucke · Study
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Author
Seppe vanden Broucke
24 works
· latest 2024
· 2 institutions
cluster: provisional
ORCID 0000-0002-8781-3906
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24
Citations
1,558
Works here
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Most cited in this library
Deep learning for credit scoring: Do or don’t?
2021 · 241 citations
Active Trace Clustering for Improved Process Discovery
2013 · 184 citations
An empirical comparison of techniques for the class imbalance problem in churn prediction
2017 · 161 citations
Fodina: A robust and flexible heuristic process discovery technique
2017 · 141 citations
Profit maximizing logistic model for customer churn prediction using genetic algorithms
2017 · 106 citations
Works
24 shown
SuTraN: an Encoder-Decoder Transformer for Full-Context-Aware Suffix Prediction of Business Processes
International Conference on Process Mining (ICPM)
·
2024
·
3 authors
·
other
19
citations
A bagging-based selective ensemble model for churn prediction on imbalanced data
Expert Systems with Applications
·
2023
·
4 authors
·
Open access
24
citations
A Direct Data Aware LSTM Neural Network Architecture for Complete Remaining Trace and Runtime Prediction
IEEE Transactions on Services Computing
·
2023
·
3 authors
·
Open access
40
citations
Can recurrent neural networks learn process model structure?
Journal of Intelligent Information Systems
·
2022
·
3 authors
·
Open access
18
citations
Deep learning for credit scoring: Do or don’t?
European Journal of Operational Research
·
2021
·
5 authors
·
Open access
241
citations
Decision as a Service (DaaS): A Service-Oriented Architecture Approach for Decisions in Processes
IEEE Transactions on Services Computing
·
2020
·
4 authors
·
Open access
19
citations
Holistic discovery of decision models from process execution data
Knowledge-Based Systems
·
2019
·
4 authors
·
Open access
38
citations
act2vec, trace2vec, log2vec, and model2vec: Representation Learning for Business Processes
Lecture notes in computer science
·
2018
·
3 authors
·
other
80
citations
Profit maximizing logistic model for customer churn prediction using genetic algorithms
Swarm and Evolutionary Computation
·
2017
·
5 authors
·
Open access
106
citations
Fodina: A robust and flexible heuristic process discovery technique
Decision Support Systems
·
2017
·
2 authors
·
Open access
141
citations
An empirical comparison of techniques for the class imbalance problem in churn prediction
Information Sciences
·
2017
·
3 authors
161
citations
Benchmarking sampling techniques for imbalance learning in churn prediction
Journal of the Operational Research Society
·
2017
·
4 authors
·
Open access
45
citations
Towards a Holistic Discovery of Decisions in Process-Aware Information Systems
Lecture notes in computer science
·
2017
·
4 authors
·
other
39
citations
Decision Mining in a Broader Context: An Overview of the Current Landscape and Future Directions
Lecture notes in business information processing
·
2017
·
6 authors
·
other
25
citations
Explaining clusterings of process instances
Data Mining and Knowledge Discovery
·
2016
·
3 authors
·
Open access
34
citations
A guide for the application of analytics on healthcare processes: A dynamic view on patient pathways
Computers in Biology and Medicine
·
2016
·
6 authors
·
Open access
39
citations
Enabling flexible location-aware business process modeling and execution
Decision Support Systems
·
2015
·
5 authors
·
Open access
33
citations
Profit maximizing logistic regression modeling for customer churn prediction
IEEE International Conference on Data Science and Advanced Analytics (DSAA)
·
2015
·
5 authors
·
other
20
citations
Determining process model precision and generalization with weighted artificial negative events
Lirias (KU Leuven)
·
2014
·
4 authors
·
Open access
92
citations
Event-Based Real-Time Decomposed Conformance Analysis
Lecture notes in computer science
·
2014
·
5 authors
·
other
·
Open access
44
citations
Active Trace Clustering for Improved Process Discovery
IEEE Transactions on Knowledge and Data Engineering
·
2013
·
4 authors
184
citations
A comprehensive benchmarking framework (CoBeFra) for conformance analysis between procedural process models and event logs in ProM
IEEE Symposium on Computational Intelligence and Data Mining (CIDM)
·
2013
·
4 authors
·
other
·
Open access
50
citations
Leveraging Process Discovery with Trace Clustering and Text Mining for Intelligent Analysis of Incident Management Processes
IEEE Congress on Evolutionary Computation (CEC)
·
2012
·
4 authors
·
other
·
Open access
47
citations
Improved Artificial Negative Event Generation to Enhance Process Event Logs
Notes on numerical fluid mechanics and multidisciplinary design
·
2012
·
4 authors
·
other
·
Open access
19
citations