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Researcher
Chris Cornelis
Profile
Projects
Publications & Research Data
Activities
Awards & Distinctions
Patents
225
Results
2026
Feature subset weighting for distance-based supervised learning
Adnan Theerens
Yvan Saeys
Chris Cornelis
A1
Journal Article
in
PATTERN RECOGNITION
2026
Granular structures of covering-based rough set approximations through the Mapper algorithm
Wannes De Maeyer
Mauricio Restrepo
Chris Cornelis
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2026
2025
A unified weighting framework for evaluating nearest neighbour classification
Oliver Urs Lenz
Henri Bollaert
Chris Cornelis
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2025
Applying non-additive integrals in machine learning
Adnan Theerens
Chris Cornelis
Yvan Saeys
Dissertation
2025
Estimating the entropy of covering-based rough setapproximation operators
Wannes De Maeyer
Steven Van Overberghe
Chris Cornelis
Mauricio Restrepo López
P1
Conference
2025
FRRI : a novel algorithm for fuzzy-rough rule induction
Henri Bollaert
Marko Palangetić
Chris Cornelis
Salvatore Greco
Roman Slowinski
A1
Journal Article
in
INFORMATION SCIENCES
2025
Optimising the attribute order in fuzzy rough rule induction
Henri Bollaert
Chris Cornelis
Marko Palangetić
Salvatore Greco
Roman Słowiński
Bookchapter
in
Rough sets : international joint conference, IJCRS 2025, Chongqing, China, May 11–13, 2025, Proceedings, Part I
2025
Rational linear kernelized weighted fuzzy rough attribute selection with class separability
Yue Yang
Jihong Wan
Xiaoping Li
Xiaoling Yang
Hongmei Chen
Kay Chen Tan
Chris Cornelis
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2025
2024
An exploration of ideals and filters in triangle algebras
Euclide Noumen
Fabrice Tchoua Yinga
Blaise Blériot Koguep Njionou
Chris Cornelis
A1
Journal Article
in
AXIOMS
2024
Fuzzy rough Choquet distances
Adnan Theerens
Chris Cornelis
P1
Conference
2024
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules
Marko Palangetić
Chris Cornelis
Salvatore Greco
Roman Słowiński
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2024
No imputation without representation
Oliver Urs Lenz
Daniel Peralta
Chris Cornelis
C1
Conference
2024
On the granular representation of fuzzy quantifier-based fuzzy rough sets
Adnan Theerens
Chris Cornelis
A1
Journal Article
in
INFORMATION SCIENCES
2024
Polar encoding : a simple baseline approach for classification with missing values
Oliver Urs Lenz
Daniel Peralta
Chris Cornelis
A1
Journal Article
in
IEEE TRANSACTIONS ON FUZZY SYSTEMS
2024
Polar encoding : a simple baseline approach for classification with missing values
Oliver Urs Lenz
Daniel Peralta
Chris Cornelis
C3
Conference
2024
2023
Classifying token frequencies using angular Minkowski p-distance
Oliver Urs Lenz
Chris Cornelis
P1
Conference
2023
Fuzzy rough nearest neighbour classification on real-life datasets
Oliver Urs Lenz
Chris Cornelis
Daniel Peralta
Dissertation
2023
Fuzzy rough nearest neighbour methods for aspect-based sentiment analysis
Olha Kaminska
Chris Cornelis
Veronique Hoste
A1
Journal Article
in
ELECTRONICS
2023
Fuzzy rough nearest neighbour methods for detecting emotions, hate speech and irony
Olha Kaminska
Chris Cornelis
Veronique Hoste
A1
Journal Article
in
INFORMATION SCIENCES
2023
Fuzzy rough set methods for emotion detection and sentiment analysis
Olha Kaminska
Chris Cornelis
Veronique Hoste
Dissertation
2023
Fuzzy rough sets based on fuzzy quantification
Adnan Theerens
Chris Cornelis
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2023
Granular approximations : a novel statistical learning approach for handling data inconsistency with respect to a fuzzy relation
Marko Palangetić
Chris Cornelis
Salvatore Greco
Roman Słowiński
A1
Journal Article
in
INFORMATION SCIENCES
2023
Kitainik axioms do not characterize the class of inclusion measures based on contrapositive fuzzy implications
Nicolás Madrid
Chris Cornelis
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2023
2022
Choquet-based fuzzy rough sets
Adnan Theerens
Oliver Lenz
Chris Cornelis
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2022
Fuzzy quantifier-based fuzzy rough sets
Adnan Theerens
Chris Cornelis
P1
Conference
2022
Fuzzy-rough-learn 0.2 : a Python library for fuzzy rough set algorithms and one-class classification
Oliver Lenz
Chris Cornelis
Daniel Peralta
P1
Conference
2022
Granular representation of OWA-based fuzzy rough sets
Marko Palangetić
Chris Cornelis
Salvatore Greco
Roman Słowiński
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2022
Hybridization of fuzzy sets and rough sets : achievements and opportunities
Chris Cornelis
P1
Conference
2022
LT3 at SemEval-2022 task 6 : fuzzy-rough nearest neighbor classification for sarcasm detection
Olha Kaminska
Chris Cornelis
Veronique Hoste
C1
Conference
2022
Machine learning on data with inconsistencies and its granular properties
Marko Palangetić
Chris Cornelis
Roman Slowinski
Salvatore Greco
Dissertation
2022
Optimised one-class classification performance
Oliver Lenz
Daniel Peralta
Chris Cornelis
C3
Conference
2022
Optimised one-class classification performance
Oliver Lenz
Daniel Peralta
Chris Cornelis
A1
Journal Article
in
MACHINE LEARNING
2022
2021
Adapting fuzzy rough sets for classification with missing values
Oliver Urs Lenz
Daniel Peralta
Chris Cornelis
P1
Conference
2021
Attribute reduction using functional dependency relations in rough set theory
Mauricio Restrepo
Chris Cornelis
P1
Conference
2021
Average Localised Proximity : a new data descriptor with good default one-class classification performance
Oliver Lenz
Daniel Peralta
Chris Cornelis
C3
Conference
2021
Average localised proximity : a new data descriptor with good default one-class classification performance
Oliver Lenz
Daniel Peralta
Chris Cornelis
A1
Journal Article
in
PATTERN RECOGNITION
2021
Fuzzy extensions of the dominance-based rough set approach
Marko Palangetić
Chris Cornelis
Salvatore Greco
Roman Słowiński
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2021
Fuzzy-rough nearest neighbour approaches for emotion detection in tweets
Olha Kaminska
Chris Cornelis
Veronique Hoste
P1
Conference
2021
Nearest neighbour approaches for emotion detection in tweets
Olha Kaminska
Chris Cornelis
Veronique Hoste
C1
Conference
2021
2020
Attribute reduction from closure operators and matroids in rough set theory
Mauricio Restrepo
Chris Cornelis
P1
Conference
2020
Fuzzy-rough-learn 0.1 : a Python library for machine learning with fuzzy rough sets
Oliver Lenz
Daniel Peralta
Chris Cornelis
P1
Conference
2020
Rough sets meet statistics : a new view on rough set reasoning about numerical data
Marko Palangetić
Chris Cornelis
Salvatore Greco
Roman Słowiński
P1
Conference
2020
Scalable approximate FRNN-OWA classification
Oliver Lenz
Daniel Peralta
Chris Cornelis
A1
Journal Article
in
IEEE TRANSACTIONS ON FUZZY SYSTEMS
2020
2019
A scalable approach to fuzzy rough nearest neighbour classification with ordered weighted averaging operators
Oliver Lenz
Daniel Peralta
Chris Cornelis
P1
Conference
2019
Decision reducts and bireducts in a covering approximation space and their relationship to set definability
Lynn D'eer
Chris Cornelis
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2019
Extension of the fuzzy dominance-based rough set approach using ordered weighted average operators
Marko Palangetić
Chris Cornelis
Salvatore Greco
Roman Słowiński
P1
Conference
2019
Rough matroids based on dual approximation operators
Mauricio Restrepo
Chris Cornelis
P1
Conference
2019
Weight selection strategies for ordered weighted average based fuzzy rough sets
Sarah Vluymans
Neil Mac Parthalain
Chris Cornelis
Yvan Saeys
A1
Journal Article
in
INFORMATION SCIENCES
2019
2018
A comprehensive study of fuzzy covering-based rough set models : definitions, properties and interrelationships
Lynn D'eer
Chris Cornelis
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2018
Dealing with imbalanced and weakly labelled data in machine learning using fuzzy and rough set methods
Sarah Vluymans
Yvan Saeys
Chris Cornelis
Dissertation
2018
Dynamic affinity-based classification of multi-class imbalanced data with one-versus-one decomposition : a fuzzy rough set approach
Sarah Vluymans
Alberto Fernández
Yvan Saeys
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
KNOWLEDGE AND INFORMATION SYSTEMS
2018
Multi-label classification using a fuzzy rough neighborhood consensus
Sarah Vluymans
Chris Cornelis
Francisco Herrera
Yvan Saeys
A1
Journal Article
in
INFORMATION SCIENCES
2018
2017
A semantical and computational approach to covering-based rough sets
Lynn D'eer
Chris Cornelis
Martine De Cock
Dissertation
2017
Fuzzy neighborhood operators based on fuzzy coverings
Lynn D'eer
Chris Cornelis
Lluís Godo
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2017
Notes on covering-based rough sets from topological point of view : relationships with general framework of dual approximation operators
Lynn D'eer
Chris Cornelis
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2017
2016
A semantical approach to rough sets and dominance-based rough sets
Lynn D'eer
Chris Cornelis
Yiyu Yao
P1
Conference
2016
A semantically sound approach to Pawlak rough sets and covering-based rough sets
Lynn D'eer
Chris Cornelis
Yiyu Yao
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2016
EPRENNID : an evolutionary prototype reduction based ensemble for nearest neighbor classification of imbalanced data
Sarah Vluymans
Isaac Triguero
Chris Cornelis
Yvan Saeys
A1
Journal Article
in
NEUROCOMPUTING
2016
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines : experimental evaluation and support vector analysis
Nele Verbiest
Joaquin Derrac
Chris Cornelis
Salvador Garcia
Francisco Herrera
A1
Journal Article
in
APPLIED SOFT COMPUTING
2016
Fuzzy multi-instance classifiers
Sarah Vluymans
Dánel Sánchez Tarragó
Yvan Saeys
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
IEEE TRANSACTIONS ON FUZZY SYSTEMS
2016
Fuzzy rough classifiers for class imbalanced multi-instance data
Sarah Vluymans
Dánel Sánchez Tarragó
Yvan Saeys
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
PATTERN RECOGNITION
2016
Fuzzy rough sets for self-labelling : an exploratory analysis
Sarah Vluymans
Neil Mac Parthaláin
Chris Cornelis
Yvan Saeys
P1
Conference
2016
Image similarity in medical images
Viktor Gál
Etienne Kerre
Mike Nachtegael
Chris Cornelis
Dissertation
2016
Improving nearest neighbor classification using Ensembles of Evolutionary Generated Prototype Subsets
Nele Verbiest
Sarah Vluymans
Chris Cornelis
Nicolás García-Pedrajas
Yvan Saeys
A1
Journal Article
in
APPLIED SOFT COMPUTING
2016
Multiple instance learning : foundations and algorithms
Francisco Herrera
Sebastián Ventura
Rafael Bello
Chris Cornelis
Amelia Zafra
Dánel Sánchez-Tarragó
Sarah Vluymans
Book
2016
Neighborhood operators for covering-based rough sets
Lynn D'eer
Mauricio Restrepo
Chris Cornelis
Jonatan Gómez
A1
Journal Article
in
INFORMATION SCIENCES
2016
2015
A comprehensive study of implicator-conjunctor based and noise-tolerant fuzzy rough sets: definitions, properties and robustness analysis
Lynn D'eer
Nele Verbiest
Chris Cornelis
Lluís Godo
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2015
Applications of fuzzy rough set theory in machine learning: a survey
Sarah Vluymans
Lynn D'eer
Yvan Saeys
Chris Cornelis
A1
Journal Article
in
FUNDAMENTA INFORMATICAE
2015
Distributed fuzzy rough prototype selection for big data regression
Sarah Vluymans
Hasan Asfoor
Yvan Saeys
Chris Cornelis
Matthew Tolentino
Ankur Teredesai
Martine De Cock
P1
Conference
2015
Evolutionary undersampling for imbalanced big data classification
Isaac Triguero
Mikel Galar
Sarah Vluymans
Chris Cornelis
Humberto Bustince
Francisco Herrera
Yvan Saeys
P1
Conference
2015
Fuzzy covering based rough sets revisited
Lynn D'eer
Chris Cornelis
Daniel Sánchez
P1
Conference
2015
Fuzzy rough set prototype selection for regression
Sarah Vluymans
Yvan Saeys
Chris Cornelis
Ankur Teredesai
Martine De Cock
P1
Conference
2015
IFROWANN : imbalanced fuzzy-rough ordered weighted average nearest neighbor classification
Enislay Ramentol
Sarah Vluymans
Nele Verbiest
Yailé Caballero
Rafael Bello
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
IEEE TRANSACTIONS ON FUZZY SYSTEMS
2015
New neighborhood based rough sets
Lynn D'eer
Chris Cornelis
P1
Conference
2015
Semi-supervised fuzzy-rough feature selection
Richard Jensen
Sarah Vluymans
Neil Mac Parthaláin
Chris Cornelis
Yvan Saeys
P1
Conference
2015
2014
Computing fuzzy rough approximations in large scale information systems
Hasan Asfoor
Rajagopalan Srinivasan
Gayathri Vasudevan
Nele Verbiest
Chris Cornelis
Matthew Tolentino
Ankur Teredesai
Martine De Cock
P1
Conference
2014
Fuzzy rough and evolutionary approaches to instance selection
Nele Verbiest
Chris Cornelis
Yvan Saeys
Dissertation
2014
Improving the β-precision and OWA based fuzzy rough set models: definitions, properties and robustness analysis
Lynn D'eer
Nele Verbiest
P1
Conference
2014
Instance selection for imbalanced data
Sarah Vluymans
Nele Verbiest
Chris Cornelis
Yvan Saeys
C3
Conference
2014
Modelos de conjuntos rugosos difusos tolerantes al ruido: definiciones y propiedades
Lynn D'eer
Nele Verbiest
Chris Cornelis
Lluis Godo
C1
Conference
2014
Multi threshold FRPS: a new approach to fuzzy rough set prototype selection
Nele Verbiest
P1
Conference
2014
Multi-adjoint fuzzy rough sets: definition, properties and attribute selection
Chris Cornelis
Jesús Medina
Nele Verbiest
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2014
Preprocessing noisy imbalanced datasets using SMOTE enhanced with fuzzy rough prototype selection
Nele Verbiest
Enislay Ramentol
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
APPLIED SOFT COMPUTING
2014
2013
An exploratory study on content-based filtering of call for papers
Germán Hurtado Martín
Steven Schockaert
Chris Cornelis
Helga Naessens
C1
Conference
2013
Enhancing the trust-based recommendation process with explicit distrust
Patricia Victor
Nele Verbiest
Chris Cornelis
Martine De Cock
A1
Journal Article
in
ACM TRANSACTIONS ON THE WEB
2013
FRPS: a fuzzy rough prototype selection method
Nele Verbiest
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
PATTERN RECOGNITION
2013
Implicator-conjunctor based models of fuzzy rough sets: definitions and properties
Lynn D'eer
Nele Verbiest
Chris Cornelis
Lluis Godo
P1
Conference
2013
Intelligent methods for information filtering of research resources
Germán Hurtado Martín
Chris Cornelis
Steven Schockaert
Helga Naessens
Dissertation
2013
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection
Joaquin Derrac
Nele Verbiest
Salvador García
Chris Cornelis
Francisco Herrera
A1
Journal Article
in
SOFT COMPUTING
2013
OWA-FRPS : a prototype selection method based on ordered weighted average fuzzy rough set theory
Nele Verbiest
Chris Cornelis
Francisco Herrera
P1
Conference
2013
Quality, frequency and similarity based fuzzy nearest neighbor classification
Nele Verbiest
Chris Cornelis
Richard Jensen
P1
Conference
2013
Using semi-structured data for assessing research paper similarity
Germán Hurtado Martín
Steven Schockaert
Chris Cornelis
Helga Naessens
A1
Journal Article
in
INFORMATION SCIENCES
2013
2012
Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection
Joaquín Derrac
Chris Cornelis
Salvador García
Francisco Herrera
A1
Journal Article
in
INFORMATION SCIENCES
2012
Fuzzy rough positive region based nearest neighbour classification
Nele Verbiest
Chris Cornelis
Richard Jensen
P1
Conference
2012
Improving SMOTE with Fuzzy Rough PRototype SElection to Detect Noise in Imbalanced Classification DAta
Nele Verbiest
Enislay Ramentol
Chris Cornelis
Francisco Herrera
C3
Conference
2012
SBFC: an efficient feature frequency-based approach to tackle cross-lingual word sense disambiguation
Dieter Mourisse
Els Lefever
Nele Verbiest
Yvan Saeys
Martine De Cock
Chris Cornelis
P1
Conference
2012
Selección de prototipos basada en conjuntos rugosos difusos
Nele Verbiest
Chris Cornelis
Francisco Herrera
C1
Conference
2012
SMOTE-FRST: a new resampling method using fuzzy rough set theory
Enislay Ramentol
Nele Verbiest
Rafael Bello
Yaille Caballero
Chris Cornelis
Francisco Herrera
P1
Conference
2012
The standard completeness of interval-valued monoidal t-norm based logic
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A1
Journal Article
in
INFORMATION SCIENCES
2012
Trust and distrust aggregation enhanced with path length incorporation
Nele Verbiest
Chris Cornelis
Patricia Victor
Enrique Herrera-Viedma
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2012
2011
35 Years of fuzzy set theory: celebratory volume dedicated to the retirement of Etienne E. Kerre
Book editor
2011
Finding similar research papers using language models
Germán Hurtado Martín
Steven Schockaert
Chris Cornelis
Helga Naessens
C1
Conference
2011
Fuzzy methods on the web: a critical discussion
Steven Schockaert
Nataliya Makarytska
Martine De Cock
Bookchapter
in
35 Years of fuzzy set theory : celebratory volume dedicated to the retirement of Etienne E. Kerre
2011
Fuzzy-rough nearest neighbour classification
Richard Jensen
Chris Cornelis
A2
Journal Article
in
TRANSACTIONS ON ROUGH SETS XIII
2011
Fuzzy-rough nearest neighbour classification and prediction
Richard Jensen
Chris Cornelis
A1
Journal Article
in
THEORETICAL COMPUTER SCIENCE
2011
Interval-valued algebras and fuzzy logics
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Bookchapter
in
35 Years of fuzzy set theory : celebratory volume dedicated to the retirement of Etienne E. Kerre
2011
Modelling gene and protein regulatory networks with answer set pogramming
Timur Fayruzov
Jeroen Janssen
Dirk Vermeir
Chris Cornelis
Martine De Cock
A1
Journal Article
in
INTERNATIONAL JOURNAL OF DATA MINING AND BIOINFORMATICS
2011
Multi-adjoint fuzzy rough sets
Chris Cornelis
Jesus Medina Moreno
Nele Verbiest
C3
Conference
2011
Practical aggregation operators for gradual trust and distrust
Patricia Victor
Chris Cornelis
Martine De Cock
Enrique Herrera-Viedma
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2011
Trust and distrust-based recommendations for controversial reviews
Patricia Victor
Chris Cornelis
Martine De Cock
Ankur Teredesai
A1
Journal Article
in
IEEE INTELLIGENT SYSTEMS
2011
Trust and recommendations
Patricia Victor
Chris Cornelis
Martine De Cock
Bookchapter
in
Recommender systems handbook
2011
Trust networks for recommender systems
Patricia Victor
Chris Cornelis
Martine De Cock
Book
2011
2010
Attribute Selection with Fuzzy Decision Reducts
Chris Cornelis
Richard Jensen
Germán Hurtado Martín
Dominik Slezak
A1
Journal Article
in
Information Sciences
2010
Bilattice-based aggregation operators for gradual trust and distrust
Patricia Victor
Chris Cornelis
Martine De Cock
Enrique Herrera-Viedma
P1
Conference
2010
Efficient solving of time-dependent answer set programs
Timur Fayruzov
Jeroen Janssen
Dirk Vermeir
Chris Cornelis
Martine De Cock
C1
Conference
2010
Extending boolean regulatory network models with answer set programming
Timur Fayruzov
Jeroen Janssen
Chris Cornelis
Dirk Vermeir
Martine De Cock
C1
Conference
2010
Filters of residuated lattices and triangle algebras
Bart Van Gasse
Glad Deschrijver
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
INFORMATION SCIENCES
2010
Fuzzy-rough instance selection
Richard Jensen
Chris Cornelis
P1
Conference
2010
Interval-valued algebras and fuzzy logics
Bart Van Gasse
Etienne Kerre
Chris Cornelis
Glad Deschrijver
Dissertation
2010
Interval-valued logics
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
C1
Conference
2010
Metadata impact on research paper similarity
Germán Hurtado Martín
Steven Schockaert
Chris Cornelis
Helga Naessens
P1
Conference
2010
Ordered weighted average based fuzzy rough sets
Chris Cornelis
Nele Verbiest
Richard Jensen
C1
Conference
2010
Ordered weighted averaging approaches for aggregating gradual trust and distrust
Chris Cornelis
Patricia Victor
Enrique Herrera-Viedma
C1
Conference
2010
Strategies for incorporating knowledge defects and path length in trust aggregation
Nele Verbiest
Chris Cornelis
Patricia Victor
Enrique Herrera-Viedma
P1
Conference
2010
Trust networks for recommender systems
Patricia Victor
Martine De Cock
Chris Cornelis
Dissertation
2010
2009
A comparative analysis of trust-enhanced recommenders for controversial items
Patricia Victor
Chris Cornelis
Martine De Cock
Ankur Teredesai
C1
Conference
2009
Aggregation of Gradual Trust and Distrust
Patricia Victor
Chris Cornelis
Martine De Cock
Enrique Herrera-Viedma
C1
Conference
2009
Exploiting properties of legislative texts to improve classification accuracy
Rob Opsomer
Geert De Meyer
Chris Cornelis
Greet Van Eetvelde
P1
Conference
2009
Filters of interval-valued residuated lattices
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
C1
Conference
2009
Gradual Trust and Distrust in Recommender Systems
Patricia Victor
Chris Cornelis
Martine De Cock
Paulo Pinheiro da Silva
A1
Journal Article
in
Fuzzy Sets and Systems
2009
Linguistic feature analysis for protein interaction extraction
Timur Fayruzov
Martine De Cock
Chris Cornelis
Veronique Hoste
A1
Journal Article
in
BMC BIOINFORMATICS
2009
Modeling protein interaction networks with answer set programming
Timur Fayruzov
Martine De Cock
Chris Cornelis
Dirk Vermeir
P1
Conference
2009
The pseudo-linear semantics of interval-valued fuzzy logics
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A1
Journal Article
in
Information Sciences
2009
Training a personal alert system for research information recommendation
Germán Hurtado Martín
Chris Cornelis
Helga Naessens
P1
Conference
2009
Trust- and Distrust-Based Recommendations for Controversial Reviews
Patricia Victor
Chris Cornelis
Martine De Cock
Ankur Teredesai
C1
Conference
2009
Valued constraint satisfaction problems applied to functional harmony
Nele Verbiest
Chris Cornelis
Yvan Saeys
P1
Conference
2009
2008
A characterization of interval-valued residuated lattices
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A1
Journal Article
in
International Journal of Approximate Reasoning
2008
A new approach to fuzzy-rough nearest neighbour classification
Richard Jensen
Chris Cornelis
P1
Conference
2008
A Noise-Tolerant Approach to Fuzzy-Rough Feature Selection
Chris Cornelis
Jensen Richard
P1
Conference
2008
DEEPER: a full parsing based approach to protein relation extraction
Timur Fayruzov
Martine De Cock
Chris Cornelis
Veronique Hoste
P1
Conference
2008
Exploiting grammatical relations for protein relation extraction and role labeling
Timur Fayruzov
Martine De Cock
Chris Cornelis
Veronique Hoste
C1
Conference
2008
Feature selection with fuzzy decision reducts
Chris Cornelis
Germán Hurtado Martín
Richard Jensen
Dominik Slezak
P1
Conference
2008
Fuzzy region connection calculus: An interpretation based on closeness
Steven Schockaert
Martine De Cock
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2008
Fuzzy region connection calculus: Representing vague topological information
Steven Schockaert
Martine De Cock
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
2008
Fuzzy Rough Sets: from Theory into Practice
Chris Cornelis
Martine De Cock
A RADZIKOWSKA
Bookchapter
in
Handbook of Granular Computing
2008
Getting Cold Start Users Connected in a Recommender System's Trust Network
Patricia Victor
Martine De Cock
Chris Cornelis
A TEREDESAI
P1
Conference
2008
Interval-valued residuated lattices
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
C1
Conference
2008
Interval-valued residuated lattices
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
C1
Conference
2008
Key figure impact in trust-enhanced recommender systems
Patricia Victor
Chris Cornelis
Martine De Cock
AM TEREDESAI
A1
Journal Article
in
AI COMMUNICATIONS
2008
Personalizing information retrieval in CRISs with Fuzzy Sets and Rough Sets
Germán Hurtado Martín
Chris Cornelis
Helga Naessens
P1
Conference
2008
Pseudo-chain completeness of formal interval-valued fuzzy logic
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
P1
Conference
2008
The role of syntactic features in protein interaction extraction
Timur Fayruzov
Martine De Cock
Chris Cornelis
Veronique Hoste
C1
Conference
2008
Triangle algebras: a formal logic approach to interval-valued residuated lattices
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A1
Journal Article
in
Fuzzy Sets and Systems
2008
Whom Should I Trust? The Impact of Key Figures on Cold Start Recommendations
Patricia Victor
Chris Cornelis
A TEREDESAI
Martine De Cock
P1
Conference
2008
2007
A bilattice-based framework for handling graded truth and imprecision
Glad Deschrijver
Ofer Arieli
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
2007
A fuzzy formal logic for interval-valued residuated lattices
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
P1
Conference
2007
Clustering web search results using fuzzy ants
Steven Schockaert
Martine De Cock
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
2007
Fuzzy rough sets: The forgotten step
Martine De Cock
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
IEEE TRANSACTIONS ON FUZZY SYSTEMS
2007
One-and-only item recommendation with fuzzy logic techniques
Chris Cornelis
J LU
XT GUO
GQ ZHANG
A1
Journal Article
in
INFORMATION SCIENCES
2007
Representability in interval-valued fuzzy set theory
Glad Deschrijver
Chris Cornelis
A1
Journal Article
in
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
2007
Uncertainty modeling by bilattice-based squares and triangles
Chris Cornelis
Ofer Arieli
Glad Deschrijver
Etienne Kerre
A1
Journal Article
in
IEEE Transactions on Fuzzy Systems
2007
Vaguely Quantified Rough Sets
Chris Cornelis
Martine De Cock
A RADZIKOWSKA
P1
Conference
2007
2006
A bilattice-based trust model for personalizing recommendations
Patricia Victor
Chris Cornelis
Martine De Cock
C3
Conference
2006
Advances and challenges in interval-valued fuzzy logic
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A1
Journal Article
in
Fuzzy Sets and Systems
2006
Enhanced recommendations through propagation of trust and distrust
Patricia Victor
Chris Cornelis
Martine De Cock
P1
Conference
2006
Enriching interval-valued fuzzy formal logic with modal operations
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
C1
Conference
2006
Fuzzy spatial relations between vague regions
Steven Schockaert
Chris Cornelis
Martine De Cock
Etienne Kerre
P1
Conference
2006
Interval-valued formal fuzzy logic
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
C1
Conference
2006
Mining positive and negative association rules from large databases
Chris Cornelis
P YAN
X ZHANG
GQ CHEN
P1
Conference
2006
On the properties of a generalized class of t-norms in interval-valued fuzzy logics
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A2
Journal Article
in
New Mathematics and Natural Computation
2006
Preference modeling by rectangular bilattices
Ofer Arieli
Chris Cornelis
Glad Deschrijver
A1
Journal Article
in
LECTURE NOTES IN ARTIFICIAL INTELLIGENCE
2006
Reflections on Modelling Vagueness in Description Logics
Steven Schockaert
Patricia Victor
G HOUBEN
Chris Cornelis
Martine De Cock
Etienne Kerre
C1
Conference
2006
Towards a Provenance-Preserving Trust Model in Agent Networks
Patricia Victor
Chris Cornelis
Martine De Cock
P PINHEIRO DA SILVA
C1
Conference
2006
Triangle algebras: towards an axiomatization of interval-valued residuated lattices
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
P1
Conference
2006
Triangle logic: a formal logic for interval-valued residuated lattices
Bart Van Gasse
Chris Cornelis
Glad Deschrijver
Etienne Kerre
C1
Conference
2006
Trust networks in recommender systems
Patricia Victor
Chris Cornelis
Martine De Cock
C3
Conference
2006
Trust propagation operators in social network analysis
Patricia Victor
Chris Cornelis
Martine De Cock
C3
Conference
2006
2005
A Fuzzy Relational Approach to Event Recommendation
Chris Cornelis
X GUO
J LU
G ZHANG
C1
Conference
2005
Association Rule Based Specialization in ER Models
Martine De Cock
Chris Cornelis
M REN
G CHEN
Etienne Kerre
Bookchapter
in
Intelligent Data Mining: Techniques and Applications
2005
Bilattice-based squares and triangles
Ofer Arieli
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A1
Journal Article
in
LECTURE NOTES IN COMPUTER SCIENCE
2005
Elicitation of fuzzy association rules from positive and negative examples
Martine De Cock
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2005
Fuzzy Rough Set Based Web Query Expansion
Martine De Cock
Chris Cornelis
C1
Conference
2005
Intuitionistic fuzzy relational images
Martine De Cock
Chris Cornelis
Etienne Kerre
P1
Conference
2005
Relatedness of fuzzy sets
Steven Schockaert
Martine De Cock
Chris Cornelis
A1
Journal Article
in
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
2005
Special issue dedicated to the 60th birthday of Etienne E. Kerre
Chris Cornelis
Martine De Cock
Editorial material
2005
2004
A Clear View on Quality Measures for Fuzzy Association Rules
Martine De Cock
Chris Cornelis
Etienne Kerre
C1
Conference
2004
Application of Extended Modal Operators as a Tool for Constructing Inclusion Indicators over Intuitionistic Fuzzy Sets
Chris Cornelis
K ATANASSOV
Etienne Kerre
Bookchapter
in
Soft Computing-Foundations and Theoretical Aspects
2004
Efficient approximate reasoning with positive and negative information
Chris Cornelis
Martine De Cock
Etienne Kerre
A1
Journal Article
in
KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS
2004
Efficient clustering with fuzzy ants
Steven Schockaert
Martine De Cock
Chris Cornelis
Etienne Kerre
P1
Conference
2004
Fuzzy ant based clustering
Steven Schockaert
Martine De Cock
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
ANT COLONY OPTIMIZATION AND SWARM INTELLIGENCE, PROCEEDINGS
2004
Fuzzy rough sets : beyond the obvious
Martine De Cock
Chris Cornelis
Etienne Kerre
P1
Conference
2004
Implication in intuitionistic fuzzy and interval-valued fuzzy set theory: construction, classification, application
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A1
Journal Article
in
International Journal of Approximate Reasoning
2004
Mining positive and negative fuzzy association rules
P YAN
GQ CHEN
Chris Cornelis
Martine De Cock
Etienne Kerre
A1
Journal Article
in
KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 1, PROCEEDINGS
2004
On the representation of intuitionistic fuzzy t-norms and t-conorms
Glad Deschrijver
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
IEEE Transactions on Fuzzy Systems
2004
Relating intuitionistic fuzzy sets and interval-valued fuzzy sets through bilattices
Ofer Arieli
Chris Cornelis
Glad Deschrijver
Etienne Kerre
P1
Conference
2004
Relating intuitionistic fuzzy sets and interval-valued fuzzy sets through bilattices
Ofer Arieli
Chris Cornelis
Glad Deschrijver
Etienne Kerre
Bookchapter
in
Applied Computational Intelligence
2004
Representing reliability and hesitation in possibility theory: A general framework
Chris Cornelis
Martine De Cock
Etienne Kerre
P1
Conference
2004
Shortest paths in fuzzy weighted graphs
Chris Cornelis
P DE KESEL
Etienne Kerre
A1
Journal Article
in
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS
2004
Triangle and Square: a Comparison
Glad Deschrijver
Chris Cornelis
Etienne Kerre
C1
Conference
2004
2003
Fuzzy Association Rules: a Two-Sided Approach
Martine De Cock
Chris Cornelis
Etienne Kerre
C1
Conference
2003
Inclusion measures in intuitionistic fuzzy set theory
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDINGS
2003
Intuitionistic fuzzy modal logic operations: a new outlook
Krassimir Atanassov
Glad Deschrijver
Chris Cornelis
Etienne Kerre
Daniela Orozova
C1
Conference
2003
Intuitionistic fuzzy rough sets: at the crossroads of imperfect knowledge
Chris Cornelis
Martine De Cock
Etienne Kerre
A1
Journal Article
in
EXPERT SYSTEMS
2003
Intuitionistic Fuzzy Sets and Interval-Valued Fuzzy Sets: a Critical Comparison
Chris Cornelis
K ATANASSOV
Etienne Kerre
C1
Conference
2003
Sinha-Dougherty approach to the fuzzification of set inclusion revisited
Chris Cornelis
C VAN DER DONCK
Etienne Kerre
A1
Journal Article
in
FUZZY SETS AND SYSTEMS
2003
Square and triangle: reflections on two prominent mathematical structures for the representation of imprecision
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A2
Journal Article
in
Notes on Intuitionistic Fuzzy Sets
2003
Square and triangle: reflections on two prominent mathematical structures for the representation of imprecision
Chris Cornelis
Glad Deschrijver
Etienne Kerre
A2
Journal Article
in
Notes on Intuitionistic Fuzzy Sets
2003
The Quest for Optimal Paths in Fuzzy Weighted Graphs
P DE KESEL
Chris Cornelis
Etienne Kerre
C1
Conference
2003
The quest for optimal paths in fuzzy weighted graphs
Pieter De Kesel
Chris Cornelis
Etienne Kerre
C1
Conference
2003
2002
A Fuzzy Inference Methodology Based on the Fuzzification of Set Inclusion.
Chris Cornelis
Etienne Kerre
Bookchapter
in
Recent Advances in Intelligent Paradigms and Applications
2002
Assessing Degrees of Possibility and Certainty within an Unreliable Environment
Chris Cornelis
Martine De Cock
Etienne Kerre
C1
Conference
2002
Classification of intuitionistic fuzzy implicators : an algebraic approach
Chris Cornelis
Glad Deschrijver
Etienne Kerre
P1
Conference
2002
Inference in Intuitionistic Fuzzy Expert Systems.
Chris Cornelis
Etienne Kerre
C1
Conference
2002
Intuitionistic fuzzy connectives revisited
Glad Deschrijver
Chris Cornelis
Etienne Kerre
C1
Conference
2002
Intuitionistic fuzzy relational calculus: An overview
Chris Cornelis
Glad Deschrijver
Martine De Cock
Etienne Kerre
P1
Conference
2002
Linguistic Hedges in an Intuitionistic Fuzzy Setting.
Chris Cornelis
Martine De Cock
Etienne Kerre
C1
Conference
2002
On the meaning of noise annoyance modifiers: A fuzzy set theoretical approach.
Dick Botteldooren
Andy Verkeyn
Chris Cornelis
Martine De Cock
A1
Journal Article
in
ACTA ACUSTICA UNITED WITH ACUSTICA
2002
On the representation of intuitionistic fuzzy t-norms and t-conorms
Glad Deschrijver
Chris Cornelis
Etienne Kerre
A2
Journal Article
in
Notes on Intuitionistic Fuzzy Sets
2002
On the Structure and Interpretation of an Intuitionistic Fuzzy Expert System.
Chris Cornelis
Etienne Kerre
C1
Conference
2002
Survey of the research on intuitionistic fuzzy sets
Mariana Nikolova
Nikolai Nikolov
Chris Cornelis
Glad Deschrijver
A2
Journal Article
in
Advanced Studies in Contemporary Mathematics
2002
Survey of the research on intuitionistic fuzzy sets
Mariana Nikolova
Nikolai Nikolov
Chris Cornelis
Glad Deschrijver
P1
Conference
2002
2001
Fuzzy set theory: a useful interlingua?
Chris Cornelis
Martine De Cock
Dick Botteldooren
Etienne Kerre
P1
Conference
2001
Inclusion-based approximate reasoning
Chris Cornelis
Etienne Kerre
A1
Journal Article
in
COMPUTATIONAL SCIENCE -- ICCS 200, PROCEEDINGS PT 2
2001
The compositional rule of inference in an intuitionistic fuzzy logic setting
Chris Cornelis
Glad Deschrijver
C1
Conference
2001
2000
The generalized modus ponens in a fuzzy set theoretical framework.
Chris Cornelis
Martine De Cock
Etienne Kerre
Bookchapter
in
Fuzzy If-Then Rules in Computational Intelligence. Theory and Applications / D. Ruan and E.E. Kerre, (eds). - Boston : Kluwer Academic Publishers, 2000. - (The Kluwer International Series in Engineering and Computer Science ; 553). - 344 p. - ISBN 0-7923-7820-2
2000