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Seppe vanden Broucke

Ghent University

Coupure Links 653

Ghent, 9000

Belgium

SCHOLARLY PAPERS

3

DOWNLOADS

294

TOTAL CITATIONS

2

Scholarly Papers (3)

1.

Regularization Oversampling for Classification Tasks: To Exploit What You Do Not Know

Number of pages: 29 Posted: 22 Oct 2022
Vlerick Business School, Vlerick Business School, Ghent University and University of Antwerp
Downloads 113 (630,858)

Abstract:

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Binary Classification, Regularization, Sampling, Data imbalance

Interpretable Real-time Punctuality Prediction with Extensive Multi-level Feature Engineering

Number of pages: 24 Posted: 19 Oct 2025
Jasmijn De Clercq, Seppe vanden Broucke and Bart Roets
Ghent University, Ghent University and Ghent University
Downloads 52 (1,072,374)

Abstract:

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Delay prediction, Punctuality, Feature engineering, Machine learning pipeline, Interpretability, Railway operations

Interpretable Real-time Punctuality Prediction with Extensive Multi-level Feature Engineering

Number of pages: 24 Posted: 20 Nov 2025
Jasmijn De Clercq, Seppe vanden Broucke and Bart Roets
Ghent University, Ghent University and Ghent University
Downloads 29 (1,371,100)

Abstract:

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Delay prediction, Punctuality, Feature engineering, Machine learning pipeline, Interpretability, Railway operations

Interpretable Real-time Punctuality Prediction with Extensive Multi-level Feature Engineering

Number of pages: 28 Posted: 11 Mar 2026
Jasmijn De Clercq, Seppe vanden Broucke and Bart Roets
Ghent University, Ghent University and Ghent University
Downloads 18 (1,548,841)

Abstract:

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Delay prediction, Punctuality, Feature engineering, Machine learning pipeline, Interpretability, Railway operations

3.

A Bagging-Based Selective Ensemble Model for Churn Prediction on Imbalanced Data

Number of pages: 37 Posted: 27 Jul 2022
Bing Zhu, Chen Qian, Seppe vanden Broucke and Jin Xiao
Sichuan University - Business School, affiliation not provided to SSRN, Ghent University and affiliation not provided to SSRN
Downloads 82 (830,555)
Citation 2

Abstract:

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Imbalanced data, Churn prediction, Selective ensemble, Profit-based measure