Chris Cornelis

According to our database1, Chris Cornelis authored at least 124 papers between 2001 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Weight selection strategies for ordered weighted average based fuzzy rough sets.
Inf. Sci., 2019

Decision reducts and bireducts in a covering approximation space and their relationship to set definability.
Int. J. Approx. Reasoning, 2019

Rough Matroids Based on Dual Approximation Operators.
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

2018
Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition: a fuzzy rough set approach.
Knowl. Inf. Syst., 2018

Multi-label classification using a fuzzy rough neighborhood consensus.
Inf. Sci., 2018

A comprehensive study of fuzzy covering-based rough set models: Definitions, properties and interrelationships.
Fuzzy Sets and Systems, 2018

2017
Notes on covering-based rough sets from topological point of view: Relationships with general framework of dual approximation operators.
Int. J. Approx. Reasoning, 2017

Fuzzy neighborhood operators based on fuzzy coverings.
Fuzzy Sets and Systems, 2017

2016
Fuzzy Multi-Instance Classifiers.
IEEE Trans. Fuzzy Systems, 2016

Fuzzy rough classifiers for class imbalanced multi-instance data.
Pattern Recognition, 2016

Neighborhood operators for covering-based rough sets.
Inf. Sci., 2016

EPRENNID: An evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data.
Neurocomputing, 2016

A semantically sound approach to Pawlak rough sets and covering-based rough sets.
Int. J. Approx. Reasoning, 2016

Fuzzy-rough imbalanced learning for the diagnosis of High Voltage Circuit Breaker maintenance: The SMOTE-FRST-2T algorithm.
Eng. Appl. of AI, 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

A Semantical Approach to Rough Sets and Dominance-Based Rough Sets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

Fuzzy rough sets for self-labelling: An exploratory analysis.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Multiple Instance Learning - Foundations and Algorithms
Springer, ISBN: 978-3-319-47759-6, 2016

2015
Fuzzy-Rough Hybridization.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification.
IEEE Trans. Fuzzy Systems, 2015

Applications of Fuzzy Rough Set Theory in Machine Learning: a Survey.
Fundam. Inform., 2015

A comprehensive study of implicator-conjunctor-based and noise-tolerant fuzzy rough sets: Definitions, properties and robustness analysis.
Fuzzy Sets and Systems, 2015

New Neighborhood Based Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Semi-Supervised Fuzzy-Rough Feature Selection.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

Distributed fuzzy rough prototype selection for Big Data regression.
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

Fuzzy Rough Set Prototype Selection for Regression.
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

Evolutionary undersampling for imbalanced big data classification.
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

Partial order relation for approximation operators in covering based rough sets.
Inf. Sci., 2014

Duality, conjugacy and adjointness of approximation operators in covering-based rough sets.
Int. J. Approx. Reasoning, 2014

Multi-adjoint fuzzy rough sets: Definition, properties and attribute selection.
Int. J. Approx. Reasoning, 2014

Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection.
Appl. Soft Comput., 2014

Feature grouping-based fuzzy-rough feature selection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Computing fuzzy rough approximations in large scale information systems.
Proceedings of the 2014 IEEE International Conference on Big Data, 2014

2013
Enhancing the trust-based recommendation process with explicit distrust.
TWEB, 2013

On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection.
Soft Comput., 2013

FRPS: A Fuzzy Rough Prototype Selection method.
Pattern Recognition, 2013

Using semi-structured data for assessing research paper similarity.
Inf. Sci., 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

Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

Quality, frequency and similarity based fuzzy nearest neighbor classification.
Proceedings of the FUZZ-IEEE 2013, 2013

An Excellent Guest Professor at Ghent University.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

2012
The standard completeness of interval-valued monoidal t-norm based logic.
Inf. Sci., 2012

Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection.
Inf. Sci., 2012

Trust and distrust aggregation enhanced with path length incorporation.
Fuzzy Sets and Systems, 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

Fuzzy rough positive region based nearest neighbour classification.
Proceedings of the FUZZ-IEEE 2012, 2012

2011
Interval-Valued Algebras and Fuzzy Logics.
Proceedings of the 35 Years of Fuzzy Set Theory, 2011

Trust and Recommendations.
Proceedings of the Recommender Systems Handbook, 2011

Fuzzy-Rough Nearest Neighbour Classification.
Trans. Rough Sets, 2011

Fuzzy-rough nearest neighbour classification and prediction.
Theor. Comput. Sci., 2011

Modelling gene and protein regulatory networks with Answer Set Programming.
IJDMB, 2011

Practical aggregation operators for gradual trust and distrust.
Fuzzy Sets and Systems, 2011

Trust- and Distrust-Based Recommendations for Controversial Reviews.
IEEE Intelligent Systems, 2011

Finding Similar Research Papers using Language Models.
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
Filters of residuated lattices and triangle algebras.
Inf. Sci., 2010

Attribute selection with fuzzy decision reducts.
Inf. Sci., 2010

Ordered Weighted Average Based Fuzzy Rough Sets.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

Strategies for Incorporating Knowledge Defects and Path Length in Trust Aggregation.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Efficient Solving of Time-dependent Answer Set Programs.
Proceedings of the Technical Communications of the 26th International Conference on Logic Programming, 2010

Fuzzy-rough instance selection.
Proceedings of the FUZZ-IEEE 2010, 2010

Metadata Impact on Research Paper Similarity.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

2009
The pseudo-linear semantics of interval-valued fuzzy logics.
Inf. Sci., 2009

Gradual trust and distrust in recommender systems.
Fuzzy Sets and Systems, 2009

Linguistic feature analysis for protein interaction extraction.
BMC Bioinformatics, 2009

Exploiting Properties of Legislative Texts to Improve Classification Accuracy.
Proceedings of the Legal Knowledge and Information Systems, 2009

A Comparative Analysis of Trust-Enhanced Recommenders for Controversial Items.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Hybrid fuzzy-rough rule induction and feature selection.
Proceedings of the FUZZ-IEEE 2009, 2009

Valued Constraint Satisfaction Problems Applied to Functional Harmony.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Training a Personal Alert System for Research Information Recommendation.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Modeling Protein Interaction Networks with Answer Set Programming.
Proceedings of the 2009 IEEE International Conference on Bioinformatics and Biomedicine, 2009

2008
Fuzzy region connection calculus: An interpretation based on closeness.
Int. J. Approx. Reasoning, 2008

Fuzzy region connection calculus: Representing vague topological information.
Int. J. Approx. Reasoning, 2008

A characterization of interval-valued residuated lattices.
Int. J. Approx. Reasoning, 2008

Triangle algebras: A formal logic approach to interval-valued residuated lattices.
Fuzzy Sets and Systems, 2008

Key figure impact in trust-enhanced recommender systems.
AI Commun., 2008

Whom should I trust?: the impact of key figures on cold start recommendations.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Feature Selection with Fuzzy Decision Reducts.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

A New Approach to Fuzzy-Rough Nearest Neighbour Classification.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

A noise-tolerant approach to fuzzy-rough feature selection.
Proceedings of the FUZZ-IEEE 2008, 2008

DEEPER: A Full Parsing Based Approach to Protein Relation Extraction.
Proceedings of the Evolutionary Computation, 2008

The role of syntactic features in protein interaction extraction.
Proceedings of the Proceeding of the 2nd International Workshop on Data and Text Mining in Bioinformatics, 2008

2007
Uncertainty Modeling by Bilattice-Based Squares and Triangles.
IEEE Trans. Fuzzy Systems, 2007

Fuzzy Rough Sets: The Forgotten Step.
IEEE Trans. Fuzzy Systems, 2007

One-and-only item recommendation with fuzzy logic techniques.
Inf. Sci., 2007

Representability in Interval-Valued Fuzzy Set Theory.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2007

A Bilattice-Based Framework for Handling Graded Truth and Imprecision.
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2007

Clustering web search results using fuzzy ants.
Int. J. Intell. Syst., 2007

Vaguely Quantified Rough Sets.
Proceedings of the Rough Sets, 2007

A Fuzzy Formal Logic for Interval-valued Residuated Lattices.
Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

2006
Advances and challenges in interval-valued fuzzy logic.
Fuzzy Sets and Systems, 2006

Reflections on Modelling Vagueness in Description Logics.
Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

Triangle Algebras: Towards an Axiomatization of Interval-Valued Residuated Lattices.
Proceedings of the Rough Sets and Current Trends in Computing, 2006

Towards a Provenance-Preserving Trust Model in Agent Networks.
Proceedings of the WWW'06 Workshop on Models of Trust for the Web (MTW'06), 2006

Preference Modeling by Rectangular Bilattices.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006

Enhanced Recommendations through Propagation of Trust and Distrust.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005
Association Rule Based Specialization in ER Models.
Proceedings of the Intelligent Data Mining: Techniques and Applications, 2005

Intuitionistic Fuzzy Relational Images.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005

Relatedness of fuzzy sets.
Journal of Intelligent and Fuzzy Systems, 2005

Special issue dedicated to the 60th birthday of Etienne E. Kerre.
Journal of Intelligent and Fuzzy Systems, 2005

Elicitation of fuzzy association rules from positive and negative examples.
Fuzzy Sets and Systems, 2005

A Fuzzy Relational Approach to Event Recommendation.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

Bilattice-Based Squares and Triangles.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

2004
On the representation of intuitionistic fuzzy t-norms and t-conorms.
IEEE Trans. Fuzzy Systems, 2004

Shortest paths in fuzzy weighted graphs.
Int. J. Intell. Syst., 2004

Implication in intuitionistic fuzzy and interval-valued fuzzy set theory: construction, classification, application.
Int. J. Approx. Reasoning, 2004

Mining Positive and Negative Fuzzy Association Rules.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Efficient Approximate Reasoning with Positive and Negative Information.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Fuzzy rough sets: beyond the obvious.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Fuzzy Ant Based Clustering.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

2003
Sinha-Dougherty approach to the fuzzification of set inclusion revisited.
Fuzzy Sets and Systems, 2003

Intuitionistic fuzzy rough sets: at the crossroads of imperfect knowledge.
Expert Systems, 2003

Intuitionistic fuzzy sets and interval-valued fuzzy sets: a critical comparison.
Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

Inclusion Measures in Intuitionistic Fuzzy Set Theory.
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
Inclusion-Based Approximate Reasoning.
Proceedings of the Computational Science - ICCS 2001, 2001


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