Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Seppe vanden Broucke

Faculty of Economics and Business Administration > Department of Business Informatics and Operations Management

ORCID iD: 0000-0002-8781-3906

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GeoRF : a geospatial random forest

Margot Geerts, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2024) DATA MINING AND KNOWLEDGE DISCOVERY.
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Enhancing geospatial prediction models with feature engineering from road networks : a graph-driven approach

Yameng Guo (UGent) and Seppe vanden Broucke (UGent)

(2024) INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE. 38(8). p.1611-1632
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Validation set sampling strategies for predictive process monitoring

Jari Peeperkorn, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2024) INFORMATION SYSTEMS. 121.
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Hellinger distance decision trees for PU learning in imbalanced data sets

Carlos Ortega Vázquez, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2024) MACHINE LEARNING.
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- Journal Article
- A1
- open access
Explainable deep learning to classify royal navy ships

Bart Baesens, Amy Adams, Rodrigo Pacheco-Ruiz, Ann-Sophie Baesens and Seppe vanden Broucke (UGent)

(2024) IEEE ACCESS. 12. p.1774-1785
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- Conference Paper
- C1
- open access
An evolutionary geospatial regression tree

Margot Geerts, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2023) STRL 2023 : spatio-temporal reasoning and learning 2023. In CEUR workshop proceedings 3475.
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- Conference Paper
- C1
- open access
Geospatial prediction using road topology : a graph-based perspective

Yameng Guo (UGent) and Seppe vanden Broucke (UGent)

(2023) STRL 2023 : spatio-temporal reasoning and learning 2023. In CEUR workshop proceedings 3475.
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DyLoPro : profiling the dynamics of event logs

Brecht Wuyts, Hans Weytjens, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2023) Business process management : 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11–15, 2023, Proceedings. In Lecture Notes in Computer Science 14159. p.146-162
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Can recurrent neural networks learn process model structure?

Jari Peeperkorn, Seppe vanden Broucke (UGent) and Jochen De Weerdt

(2023) JOURNAL OF INTELLIGENT INFORMATION SYSTEMS. 61(1). p.27-51
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- Conference Paper
- P1
- open access
Toward data protection by design : assessing the current state of GDPR disclosure in web applications

Abdel-Jaouad Aberkane (UGent) , Seppe vanden Broucke (UGent) and Geert Poels (UGent)

(2023) 2023 IEEE 31ST INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE WORKSHOPS, REW. In IEEE International Requirements Engineering Conference Workshops p.218-223

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