Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. Chris Cornelis

Faculty of Sciences > Department of Mathematics, Computer Science and Statistics

ORCID iD: 0000-0002-6852-4041

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Granular structures of covering-based rough set approximations through the Mapper algorithm

Wannes De Maeyer (UGent) , Mauricio Restrepo and Chris Cornelis (UGent)

(2026) INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 188.
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- Journal Article
- A1
- open access
Feature subset weighting for distance-based supervised learning

Adnan Theerens (UGent) , Yvan Saeys (UGent) and Chris Cornelis (UGent)

(2026) PATTERN RECOGNITION. 172(Part A).
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- Book Chapter
- open access
Optimising the attribute order in fuzzy rough rule induction

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

(2025) Rough sets : international joint conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part I. In Lecture notes in computer science (LNCS) 15708. p.254-268
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- Journal Article
- A1
- open access
A unified weighting framework for evaluating nearest neighbour classification

Oliver Urs Lenz (UGent) , Henri Bollaert (UGent) and Chris Cornelis (UGent)

(2025) FUZZY SETS AND SYSTEMS. 519.
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Rational linear kernelized weighted fuzzy rough attribute selection with class separability

Yue Yang, Jihong Wan, Xiaoping Li, Xiaoling Yang, Hongmei Chen, Kay Chen Tan and Chris Cornelis (UGent)

(2025) FUZZY SETS AND SYSTEMS. 521.
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Estimating the entropy of covering-based rough setapproximation operators

Wannes De Maeyer (UGent) , Steven Van Overberghe (UGent) , Chris Cornelis (UGent) and Mauricio Restrepo López

(2025) Proceedings of the 2025 20th Conference on Computer Science and Intelligence Systems (FEDCSIS). In Annals of Computer Science and Information Systems 43. p.195-205
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- Journal Article
- A1
- open access
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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- Conference Paper
- C3
- open access
Polar encoding : a simple baseline approach for classification with missing values

Oliver Urs Lenz (UGent) , Daniel Peralta (UGent) and Chris Cornelis (UGent)

(2024) BNAIC/BeNeLearn 2024 : Joint International Scientific Conferences on AI and Machine Learning, Abstracts.
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- Journal Article
- A1
- open access
An exploration of ideals and filters in triangle algebras

Euclide Noumen, Fabrice Tchoua Yinga, Blaise Blériot Koguep Njionou and Chris Cornelis (UGent)

(2024) AXIOMS. 13(8).
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Fuzzy rough Choquet distances

Adnan Theerens (UGent) and Chris Cornelis (UGent)

(2024) MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE, MDAI 2024. In Lecture Notes in Computer Science 14986. p.31-43

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