Chris Cornelis
Orcid: 0000-0002-6852-4041Affiliations:
- Ghent University, Belgium
According to our database1,
Chris Cornelis
authored at least 164 papers
between 2001 and 2025.
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Bibliography
2025
2024
IEEE Trans. Fuzzy Syst., May, 2024
Fuzzy Sets Syst., February, 2024
Inf. Sci., 2024
Proceedings of the Rough Sets - International Joint Conference, 2024
Proceedings of the Modeling Decisions for Artificial Intelligence, 2024
2023
Int. J. Approx. Reason., November, 2023
Granular approximations: A novel statistical learning approach for handling data inconsistency with respect to a fuzzy relation.
Inf. Sci., June, 2023
Inf. Sci., May, 2023
Kitainik axioms do not characterize the class of inclusion measures based on contrapositive fuzzy implications.
Fuzzy Sets Syst., March, 2023
CoRR, 2023
Proceedings of the Rough Sets - International Joint Conference, 2023
Combination of Fuzzy Sets and Rough Sets for Machine Learning Purposes (Tutorial Lecture - Extended Abstract).
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023
Proceedings of the Artificial Intelligence and Machine Learning - 35th Benelux Conference, 2023
2022
Evaluation of the impact of the indiscernibility relation on the fuzzy-rough nearest neighbours algorithm.
CoRR, 2022
LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest Neighbor Classification for Sarcasm Detection.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
Fuzzy-rough-learn 0.2: a Python library for fuzzy rough set algorithms and one-class classification.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
2021
Average Localised Proximity: A new data descriptor with good default one-class classification performance.
Pattern Recognit., 2021
Int. J. Approx. Reason., 2021
A Novel Machine Learning Approach to Data Inconsistency with respect to a Fuzzy Relation.
CoRR, 2021
Proceedings of the Eleventh Workshop on Computational Approaches to Subjectivity, 2021
Proceedings of the Rough Sets - International Joint Conference, 2021
Proceedings of the Rough Sets - International Joint Conference, 2021
Proceedings of the Rough Sets - International Joint Conference, 2021
2020
Proceedings of the Rough Sets - International Joint Conference, 2020
Proceedings of the Rough Sets - International Joint Conference, 2020
Proceedings of the Rough Sets - International Joint Conference, 2020
2019
Inf. Sci., 2019
Decision reducts and bireducts in a covering approximation space and their relationship to set definability.
Int. J. Approx. Reason., 2019
Proceedings of the Rough Sets - International Joint Conference, 2019
A Scalable Approach to Fuzzy Rough Nearest Neighbour Classification with Ordered Weighted Averaging Operators.
Proceedings of the Rough Sets - International Joint Conference, 2019
Extension of the Fuzzy Dominance-Based Rough Set Approach Using Ordered Weighted Average Operators.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019
2018
Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach.
Knowl. Inf. Syst., 2018
Inf. Sci., 2018
A comprehensive study of fuzzy covering-based rough set models: Definitions, properties and interrelationships.
Fuzzy Sets Syst., 2018
2017
Notes on covering-based rough sets from topological point of view: Relationships with general framework of dual approximation operators.
Int. J. Approx. Reason., 2017
2016
Pattern Recognit., 2016
EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data.
Neurocomputing, 2016
Int. J. Approx. Reason., 2016
Fuzzy-rough imbalanced learning for the diagnosis of High Voltage Circuit Breaker maintenance: The SMOTE-FRST-2T algorithm.
Eng. Appl. Artif. Intell., 2016
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets.
Appl. Soft Comput., 2016
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis.
Appl. Soft Comput., 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Springer, ISBN: 978-3-319-47759-6, 2016
2015
Proceedings of the Springer Handbook of Computational Intelligence, 2015
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification.
IEEE Trans. Fuzzy Syst., 2015
Fundam. Informaticae, 2015
A comprehensive study of implicator-conjunctor-based and noise-tolerant fuzzy rough sets: Definitions, properties and robustness analysis.
Fuzzy Sets Syst., 2015
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Fuzzy Covering based Rough Sets Revisited.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
A multi-instance learning wrapper based on the Rocchio classifier for web index recommendation.
Knowl. Based Syst., 2014
Implementing algorithms of rough set theory and fuzzy rough set theory in the R package "RoughSets".
Inf. Sci., 2014
Inf. Sci., 2014
Duality, conjugacy and adjointness of approximation operators in covering-based rough sets.
Int. J. Approx. Reason., 2014
Int. J. Approx. Reason., 2014
Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection.
Appl. Soft Comput., 2014
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014
2013
ACM Trans. Web, 2013
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection.
Soft Comput., 2013
OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set Theory.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013
Proceedings of the FUZZ-IEEE 2013, 2013
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013
2012
Inf. Sci., 2012
Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection.
Inf. Sci., 2012
Fuzzy Sets Syst., 2012
SBFC: An Efficient Feature Frequency-Based Approach to Tackle Cross-Lingual Word Sense Disambiguation.
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012
Improving SMOTE with Fuzzy Rough Prototype Selection to Detect Noise in Imbalanced Classification Data.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
2011
Proceedings of the 35 Years of Fuzzy Set Theory, 2011
Theor. Comput. Sci., 2011
Int. J. Data Min. Bioinform., 2011
Fuzzy Sets Syst., 2011
IEEE Intell. Syst., 2011
Proceedings of the second Workshop on Semantic Personalized Information Management: Retrieval and Recommendation 2011, 2011
A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms.
Proceedings of the Advances in Computational Intelligence, 2011
2010
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010
Proceedings of the Trends in Applied Intelligent Systems, 2010
Proceedings of the Technical Communications of the 26th International Conference on Logic Programming, 2010
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010
2009
Proceedings of the Legal Knowledge and Information Systems, 2009
Proceedings of the Third International Conference on Weblogs and Social Media, 2009
Proceedings of the FUZZ-IEEE 2009, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009
2008
Int. J. Approx. Reason., 2008
Int. J. Approx. Reason., 2008
Int. J. Approx. Reason., 2008
Fuzzy Sets Syst., 2008
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008
Proceedings of the Rough Sets and Current Trends in Computing, 2008
Proceedings of the FUZZ-IEEE 2008, 2008
Proceedings of the Evolutionary Computation, 2008
Proceedings of the Proceeding of the 2nd International Workshop on Data and Text Mining in Bioinformatics, 2008
2007
IEEE Trans. Fuzzy Syst., 2007
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2007
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007
2006
Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006
Proceedings of the Rough Sets and Current Trends in Computing, 2006
Proceedings of the WWW'06 Workshop on Models of Trust for the Web (MTW'06), 2006
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006
2005
Proceedings of the Intelligent Data Mining: Techniques and Applications, 2005
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005
J. Intell. Fuzzy Syst., 2005
Fuzzy Sets Syst., 2005
A Fuzzy Relational Approach to Event Recommendation.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005
2004
IEEE Trans. Fuzzy Syst., 2004
Implication in intuitionistic fuzzy and interval-valued fuzzy set theory: construction, classification, application.
Int. J. Approx. Reason., 2004
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004
2003
Fuzzy Sets Syst., 2003
Expert Syst. J. Knowl. Eng., 2003
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003
2002
Survey of the Research On Intuitionistic Fuzzy Sets.
Proceedings of the 6th Joint Conference on Information Science, 2002
Classification Of Intuitionistic Fuzzy Implicators: An Algebraic Approach.
Proceedings of the 6th Joint Conference on Information Science, 2002
Linguistic Hedges in an Intuitionistic Fuzzy Setting.
Proceedings of the FSDK'02, 2002
2001
Proceedings of the Computational Science - ICCS 2001, 2001