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Works (23)

Boosting Credit Risk Data Quality Using Machine Learning and eXplainable AI Techniques

2025 | Book chapter
Contributors: Elena Tiukhova; Adriano Salcuni; Can Oguz; Marcella Niglio; Giuseppe Storti; Fabio Forte; Bart Baesens; Monique Snoeck
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Crossref

IML4DQ: Interactive Machine Learning for Data Quality with Applications in Credit Risk

2025 | Book chapter
Contributors: Elena Tiukhova; Adriano Salcuni; Can Oguz; Fabio Forte; Bart Baesens; Monique Snoeck
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Crossref

Enhancing explainability in real-world scenarios: Towards a robust stability measure for local interpretability

Expert Systems with Applications
2025-02 | Journal article
Contributors: Eduardo Sepúlveda; Félix Vandervorst; Bart Baesens; Tim Verdonck
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Crossref

Explainable Deep Learning to Classify Royal Navy Ships

IEEE Access
2024 | Journal article
Contributors: Bart Baesens; Amy Adams; Rodrigo Pacheco-Ruiz; Ann-Sophie Baesens; Seppe Vanden Broucke
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INFLECT-DGNN: Influencer Prediction With Dynamic Graph Neural Networks

IEEE Access
2024 | Journal article
Contributors: Elena Tiukhova; Emiliano Penaloza; María Óskarsdóttir; Bart Baesens; Monique Snoeck; Cristián Bravo
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Crossref

Network analytics for insurance fraud detection: a critical case study

European Actuarial Journal
2024-12 | Journal article
Contributors: Bruno Deprez; Félix Vandervorst; Wouter Verbeke; Tim Verdonck; Bart Baesens
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Crossref

Evaluating text classification: A benchmark study

Expert Systems with Applications
2024-11 | Journal article
Contributors: Manon Reusens; Alexander Stevens; Jonathan Tonglet; Johannes De Smedt; Wouter Verbeke; Seppe vanden Broucke; Bart Baesens
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Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda

European Journal of Operational Research
2024-09 | Journal article
Contributors: Koen W. De Bock; Kristof Coussement; Arno De Caigny; Roman Słowiński; Bart Baesens; Robert N. Boute; Tsan-Ming Choi; Dursun Delen; Mathias Kraus; Stefan Lessmann et al.
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Explainable Learning Analytics: Assessing the stability of student success prediction models by means of explainable AI

Decision Support Systems
2024-07 | Journal article
Contributors: Elena Tiukhova; Pavani Vemuri; Nidia López Flores; Anna Sigridur Islind; María Óskarsdóttir; Stephan Poelmans; Bart Baesens; Monique Snoeck
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Computational Efficient Approximations of the Concordance Probability in a Big Data Setting

Big Data
2024-06-01 | Journal article
Contributors: Robin Van Oirbeek; Jolien Ponnet; Bart Baesens; Tim Verdonck
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Interpretable and Accurate Identification of Job Seekers at Risk of Long-Term Unemployment: Explainable ML-Based Profiling

SN Computer Science
2024-05-10 | Journal article
Contributors: Wouter Dossche; Sarah Vansteenkiste; Bart Baesens; Wilfried Lemahieu
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Harnessing the power of transformers and data fusion in smart irrigation

Applied Soft Computing
2024-02 | Journal article
Contributors: Boje Deforce; Bart Baesens; Jan Diels; Estefanía Serral Asensio
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Topic modelling applied on innovation studies of Flemish companies

Journal of Business Analytics
2023-10-02 | Journal article
Contributors: Annelien Crijns; Victor Vanhullebusch; Manon Reusens; Michael Reusens; Bart Baesens
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Boosting credit risk models

The British Accounting Review
2023-07 | Journal article
Contributors: Bart Baesens; Kristien Smedts
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How to improve prediction using behavior modification?

International Journal of Forecasting
2023-04 | Journal article
Contributors: Bart Baesens
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CATCHM: A novel network-based credit card fraud detection method using node representation learning

Decision Support Systems
2023-01 | Journal article
Contributors: Rafaël Van Belle; Bart Baesens; Jochen De Weerdt
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Fraud analytics: a research

Journal of Chinese Economic and Business Studies
2023-01-02 | Journal article
Contributors: B. Baesens
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Benchmarking Conventional Outlier Detection Methods

2022 | Book chapter
Contributors: Elena Tiukhova; Manon Reusens; Bart Baesens; Monique Snoeck
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Comparison of Different Modeling Techniques for Flemish Twitter Sentiment Analysis

Analytics
2022-10-18 | Journal article
Contributors: Manon Reusens; Michael Reusens; Marc Callens; Seppe vanden Broucke; Bart Baesens
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grade
Preferred source (of 2)‎

tcc2vec: RFM-informed representation learning on call graphs for churn prediction

Information Sciences
2021-05 | Journal article
Contributors: Sandra Mitrović; Bart Baesens; Wilfried Lemahieu; Jochen De Weerdt
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Predicting take-up of home loan offers using tree-based ensemble models: A South African case study

South African Journal of Science
2021-01-29 | Journal article
Contributors: Tanja Verster; Samistha Harcharan; Lizette Bezuidenhout; Bart Baesens
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Crossref

Profit driven decision trees for churn prediction

European Journal of Operational Research
2020-08 | Journal article
Contributors: Sebastiaan Höppner; Eugen Stripling; Bart Baesens; Seppe vanden Broucke; Tim Verdonck
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A multi-objective approach for profit-driven feature selection in credit scoring

Decision Support Systems
2019-05 | Journal article
Contributors: Nikita Kozodoi; Stefan Lessmann; Konstantinos Papakonstantinou; Yiannis Gatsoulis; Bart Baesens
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Peer review (13 reviews for 2 publications/grants)

Review activity for European journal of operational research. (12)
Review activity for Omega (1)