Koen Vanhoof
Orcid: 0000-0001-7084-4223
According to our database1,
Koen Vanhoof
authored at least 143 papers
between 1994 and 2023.
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Bibliography
2023
IEEE Trans. Cybern., 2023
Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity.
CoRR, 2023
CoRR, 2023
Weighted t-Distributed Stochastic Neighbor Embedding for Projection-Based Clustering.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023
Compatibility of Fairness Metrics With EU Non-Discrimination Law: A Legal and Technical Case Study.
Proceedings of the 2nd European Workshop on Algorithmic Fairness, 2023
Métriques d'équité en Apprentissage Automatique et droit de l'Union Europénne en matière de non-discrimination.
Proceedings of the Conférence Nationale en Intelligence Artificielle, 2023
2022
Knowl. Based Syst., 2022
Expert Syst. Appl., 2022
Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks.
Proceedings of the Advances in Computational Intelligence, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
IEEE Trans. Fuzzy Syst., 2021
IEEE Trans. Cybern., 2021
Inf. Sci., 2021
Data Min. Knowl. Discov., 2021
Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections.
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2021
Proceedings of the Intelligent Systems and Applications, 2021
Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021
2020
IEEE Trans. Neural Networks Learn. Syst., 2020
Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches.
Neural Networks, 2020
Deep neural network to extract high-level features and labels in multi-label classification problems.
Neurocomputing, 2020
Pseudoinverse learning of Fuzzy Cognitive Maps for multivariate time series forecasting.
Appl. Soft Comput., 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
Proceedings of the Advances in Soft Computing, 2020
A Fuzzy Cognitive Map Approach to Investigate the Sustainability of the Social Security System in Jordan.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020
From Undirected Structures to Directed Graphical Lasso Fuzzy Cognitive Maps using Ranking-based Approaches.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Retrieving Sparser Fuzzy Cognitive Maps Directly from Categorical Ordinal Dataset using the Graphical Lasso Models and the MAX-threshold Algorithm.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Proceedings of the Business Information Systems - 23rd International Conference, 2020
2019
Neural Networks, 2019
Proceedings of the Applied Computer Sciences in Engineering, 2019
Proceedings of the Rough Sets - International Joint Conference, 2019
Proceedings of the Intelligent Decision Technologies 2019, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Fuzzy-Rough Cognitive Networks: Building Blocks and Their Contribution to Performance.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
IEEE Trans. Fuzzy Syst., 2018
FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps.
Int. J. Artif. Intell. Tools, 2018
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018
Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2018
2017
Neural Process. Lett., 2017
Neurocomputing, 2017
Decis. Support Syst., 2017
Proceedings of the Advances in Soft Computing, 2017
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
Proceedings of the Intelligent Decision Technologies 2017 - Proceedings of the 9th KES International Conference on Intelligent Decision Technologies (KES-IDT 2017), 2017
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
A new approach using mixed graphical model for automatic design of fuzzy cognitive maps from ordinal data.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges.
Proceedings of the Soft Computing Based Optimization and Decision Models, 2017
2016
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016
Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium.
Appl. Soft Comput., 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Analyzing the impact of the adaptive clearing mechanism on algorithm accuracy in Variable Mesh Optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 6th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016), 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
2015
Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 2015
Proceedings of the 5th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2015), 2015
Proceedings of the Advances in Computational Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
2014
Knowl. Inf. Syst., 2014
Intell. Data Anal., 2014
Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014
2013
Int. J. Comput. Intell. Syst., 2013
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013
2012
Proceedings of the Management Intelligent Systems - First International Symposium, 2012
Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
Proceedings of the Business Process Management Workshops, 2012
2011
Int. J. Syst. Assur. Eng. Manag., 2011
PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments.
Intell. Data Anal., 2011
A generalized multiple layer data envelopment analysis model for hierarchical structure assessment: A case study in road safety performance evaluation.
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
An interactive computer-based interface to support the discovery of individuals' mental representations and preferences in decisions problems: An application to travel behavior.
Comput. Hum. Behav., 2011
Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning.
Proceedings of the Advances in Soft Computing, 2011
A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System.
Proceedings of the New Challenges on Bioinspired Applications, 2011
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2011
Proceedings of the Business Process Management Workshops, 2011
Proceedings of the Business Process Management Workshops, 2011
2010
Proceedings of the Ubiquitous Knowledge Discovery - Challenges, Techniques, Applications, 2010
A hybrid system of neural networks and rough sets for road safety performance indicators.
Soft Comput., 2010
A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences.
Polibits, 2010
Road safety risk evaluation by means of ordered weighted averaging operators and expert knowledge.
Knowl. Based Syst., 2010
Int. J. Account. Inf. Syst., 2010
Proceedings of the Advances in Artificial Intelligence, 2010
Proceedings of the 5th Mediterranean Conference on Information Systems, 2010
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010
Evaluation and comparison of business process modeling methodologies for small and midsized enterprises.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010
A Decision Support Tool for Evaluating Loyalty and Word-of-Mouth Using Model-Based Knowledge Discovery.
Proceedings of the Trends in Applied Intelligent Systems, 2010
Features for Art Painting Classification Based on Vector Quantization of MPEG-7 Descriptors.
Proceedings of the Data Engineering and Management - Second International Conference, 2010
2009
Expert Syst. Appl., 2009
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009
Identiying Homogenous Customer Segments for Low Risk Email Marketing Experiments.
Proceedings of the ICEIS 2009, 2009
2008
Int. J. Knowl. Learn., 2008
Proceedings of the Open Knowlege Society. A Computer Science and Information Systems Manifesto, 2008
Development of a composite road safety performance indicator based on neural networks.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008
Proceedings of the Eighth International Conference on Intelligent Systems Design and Applications, 2008
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Next Generation of Data Mining., 2008
2007
The Importance of Aggregation Operator Characteristics in Marketing Research.
Proceedings of the ICEIS 2007, 2007
2006
Integrating Bayesian networks and decision trees in a sequential rule-based transportation model.
Eur. J. Oper. Res., 2006
Evaluating the performance of cost-based discretization versus entropy- and error-based discretization.
Comput. Oper. Res., 2006
Using Fuzzy Set Theory to Assess Country-of-Origin Effects on the Formation of Product Attitude.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2006
2005
Proceedings of the Intelligent Data Mining: Techniques and Applications, 2005
Using an Adapted Classification Based on Associations Algorithm in an Activity-Based Transportation System.
Proceedings of the Intelligent Data Mining: Techniques and Applications, 2005
The development of an adapted Markov chain modelling heuristic and simulation framework in the context of transportation research.
Expert Syst. Appl., 2005
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Proceedings of the Computer Recognition Systems, 2005
2004
Knowl. Inf. Syst., 2004
Data Min. Knowl. Discov., 2004
Exploiting sensitivity analysis in Bayesian networks for customer satisfaction study.
Proceedings of the Intelligent Information Processing and Web Mining, 2004
2003
Proceedings of the Intelligent Techniques for Web Personalization, IJCAI 2003 Workshop, 2003
2002
Proceedings of the Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th Asia-Pacific Conference on Simulated Evolution and Learning, 2002
Proceedings of the WEBKDD 2002, 2002
Multidimensional Sequence Alignment Methods: Discovering Navigation Patterns on Web Sites Presenting Page- and Time Information.
Proceedings of the 2002 International Conference on Machine Learning and Applications, 2002
2000
Reducing redundancy in characteristic rule discovery by using integer programming techniques.
Intell. Data Anal., 2000
A data mining framework for optimal product selection in retail supermarket data: the generalized PROFSET model.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Comparing Complete and Partial Classification for Identifying Latently Dissatisfied Customers.
Proceedings of the Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31, 2000
Proceedings of the 8th European Conference on Information Systems, 2000
1999
A knowledge-based SWOT-analysis system as an instrument for strategic planning in small and medium sized enterprises.
Decis. Support Syst., 1999
The Improvement of Response Modeling: Combining Rule-Induction and Case-Based Reasoning.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
1998
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1998
1997
Proceedings of the Machine Learning: ECML-97, 1997
1995
Proceedings of the Case-Based Reasoning Research and Development, 1995
1994