Ghent University Academic Bibliography

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Tree smoothing : post-hoc regularization of tree ensembles for interpretable machine learning

Bastian Pfeifer, Arne Gevaert (UGent) , Markus Loecher and Andreas Holzinger

(2025) INFORMATION SCIENCES. 690.
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FRRI : a novel algorithm for fuzzy-rough rule induction

Henri Bollaert (UGent) , Marko Palangetić (UGent) , Chris Cornelis (UGent) , Salvatore Greco and Roman Slowinski

(2025) INFORMATION SCIENCES. 686.
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On the granular representation of fuzzy quantifier-based fuzzy rough sets

Adnan Theerens (UGent) and Chris Cornelis (UGent)

(2024) INFORMATION SCIENCES. 665.
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Non-uniform number-conserving elementary cellular automata

Barbara Wolnik (UGent) , Maciej Dziemiańczuk and Bernard De Baets (UGent)

(2023) INFORMATION SCIENCES. 626. p.851-866
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Non-uniform number-conserving elementary cellular automata on the infinite grid : a tale of the unexpected

Barbara Wolnik (UGent) , Maciej Dziemiańczuk and Bernard De Baets (UGent)

(2023) INFORMATION SCIENCES. 649.
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A distributed predictive formation control strategy for cyber-physical multi-agent systems under communication constraints

Lei Cao, Da-Wei Zhang, Clara-Mihaela Ionescu (UGent) and Guo-Ping Liu

(2023) INFORMATION SCIENCES. 641.
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Granular approximations : a novel statistical learning approach for handling data inconsistency with respect to a fuzzy relation

Marko Palangetić (UGent) , Chris Cornelis (UGent) , Salvatore Greco and Roman Słowiński

(2023) INFORMATION SCIENCES. 629. p.249-275
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Regularization oversampling for classification tasks : to exploit what you do not know

Lennert Van der Schraelen, Kristof Stouthuysen, Seppe vanden Broucke (UGent) and Tim Verdonck

(2023) INFORMATION SCIENCES. 635. p.169-194
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Fuzzy rough nearest neighbour methods for detecting emotions, hate speech and irony

Olha Kaminska, Chris Cornelis (UGent) and Veronique Hoste (UGent)

(2023) INFORMATION SCIENCES. 625. p.521-535
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Efficient edit rule implication for nominal and ordinal data

Toon Boeckling (UGent) , Guy De Tré (UGent) and Antoon Bronselaer (UGent)

(2022) INFORMATION SCIENCES. 590. p.179-197

Academic Bibliography

Tree smoothing : post-hoc regularization of tree ensembles for interpretable machine learning

FRRI : a novel algorithm for fuzzy-rough rule induction

On the granular representation of fuzzy quantifier-based fuzzy rough sets

Non-uniform number-conserving elementary cellular automata

Non-uniform number-conserving elementary cellular automata on the infinite grid : a tale of the unexpected

A distributed predictive formation control strategy for cyber-physical multi-agent systems under communication constraints

Granular approximations : a novel statistical learning approach for handling data inconsistency with respect to a fuzzy relation

Regularization oversampling for classification tasks : to exploit what you do not know

Fuzzy rough nearest neighbour methods for detecting emotions, hate speech and irony

Efficient edit rule implication for nominal and ordinal data

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