Koen Vanhoof

ORCID

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 70

Top Venues

Publications

Magali Legast, Yasaman Yousefi, Lisa Koutsoviti Koumeri, Axel Legay, Christoph Schommer, Koen Vanhoof
Métriques d'équité en Apprentissage Automatique et droit de l'Union Europénne en matière de non-discrimination. CNIA (2023)
Yasaman Yousefi, Lisa Koutsoviti Koumeri, Magali Legast, Christoph Schommer, Koen Vanhoof, Axel Legay
Compatibility of Fairness Metrics With EU Non-Discrimination Law: A Legal and Technical Case Study. EWAF (2023)
Lisa Koutsoviti Koumeri, Magali Legast, Yasaman Yousefi, Koen Vanhoof, Axel Legay, Christoph Schommer
Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity. CoRR (2023)
Agnieszka Jastrzebska, Gonzalo Nápoles, Wladyslaw Homenda, Koen Vanhoof
Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification. IEEE Trans. Cybern. 53 (2) (2023)
Gonzalo Nápoles, Leonardo Concepción, Büsra Özgöde Yigin, Görkem Saygili, Koen Vanhoof, Rafael Bello
Weighted t-Distributed Stochastic Neighbor Embedding for Projection-Based Clustering. IWAIPR (2023)
Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps. CoRR (2023)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, María M. García, Rafael Bello
Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation. IJCNN (2022)
Agnieszka Jastrzebska, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
Evaluating time series similarity using concept-based models. Knowl. Based Syst. 238 (2022)
Mabel Frias, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks. MICAI (1) (2022)
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
Online learning of windmill time series using Long Short-term Cognitive Networks. Expert Syst. Appl. 205 (2022)
Leonardo Concepción, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Rafael Bello
Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 29 (5) (2021)
Marilyn Bello, Yaumara Aguilera, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections. IWAIPR (2021)
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
Online learning of windmill time series using Long Short-term Cognitive Networks. CoRR (2021)
Gonzalo Nápoles, Jose L. Salmeron, Koen Vanhoof
Construction and Supervised Learning of Long-Term Grey Cognitive Networks. IEEE Trans. Cybern. 51 (2) (2021)
Leticia Arco, Gonzalo Nápoles, Frank Vanhoenshoven, Ana Laura Lara, Gladys Casas, Koen Vanhoof
Natural language techniques supporting decision modelers. Data Min. Knowl. Discov. 35 (1) (2021)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Data quality measures based on granular computing for multi-label classification. Inf. Sci. 560 (2021)
Mabel Frias Dominguez, Gonzalo Nápoles, Koen Vanhoof, Yaima Filiberto, Rafael Bello
Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks. IJCNN (2021)
Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
Measuring Wind Turbine Health Using Drifting Concepts. CoRR (2021)
Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
Best Next Preference Prediction Based on LSTM and Multi-level Interactions. IntelliSys (1) (2021)
Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Koen Vanhoof, Rafael Bello
Feature and Label Association Based on Granulation Entropy for Deep Neural Networks. IJCRS (2020)
Frank Vanhoenshoven, Gonzalo Nápoles, Wojciech Froelich, Jose L. Salmeron, Koen Vanhoof
Pseudoinverse learning of Fuzzy Cognitive Maps for multivariate time series forecasting. Appl. Soft Comput. 95 (2020)
Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof
Retrieving Sparser Fuzzy Cognitive Maps Directly from Categorical Ordinal Dataset using the Graphical Lasso Models and the MAX-threshold Algorithm. FUZZ-IEEE (2020)
Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof
From Undirected Structures to Directed Graphical Lasso Fuzzy Cognitive Maps using Ranking-based Approaches. FUZZ-IEEE (2020)
Gonzalo Nápoles, Agnieszka Jastrzebska, Carlos Mosquera, Koen Vanhoof, Wladyslaw Homenda
Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches. Neural Networks 124 (2020)
Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
Customer Interaction Networks Based on Multiple Instance Similarities. BIS (2020)
George Sammour, Ahmad Alghzawi, Koen Vanhoof
A Fuzzy Cognitive Map Approach to Investigate the Sustainability of the Social Security System in Jordan. ICEIS (1) (2020)
Ivett Fuentes, Arian Pina, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
Rough Net Approach for Community Detection Analysis in Complex Networks. IJCRS (2020)
Gonzalo Nápoles, Frank Vanhoenshoven, Rafael Falcon, Koen Vanhoof
Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks. IEEE Trans. Neural Networks Learn. Syst. 31 (3) (2020)
Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Rafael Bello, Koen Vanhoof
Deep neural network to extract high-level features and labels in multi-label classification problems. Neurocomputing 413 (2020)
Leonardo Concepción, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
On the Behavior of Fuzzy Grey Cognitive Maps. IJCRS (2020)
Marilyn Bello, Gonzalo Nápoles, Rafael Morera, Koen Vanhoof, Rafael Bello
Outliers Detection in Multi-label Datasets. MICAI (1) (2020)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Methods to Edit Multi-label Training Sets Using Rough Sets Theory. IJCRS (2019)
Gonzalo Nápoles, Frank Vanhoenshoven, Koen Vanhoof
Short-term cognitive networks, flexible reasoning and nonsynaptic learning. Neural Networks 115 (2019)
Mabel Frias Dominguez, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
A Preliminary Study on Symbolic Fuzzy Cognitive Maps for Pattern Classification. WEA (2019)
Richar Sosa, Alejandro Alfonso, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof, Ann Nowé
Synaptic Learning of Long-Term Cognitive Networks with Inputs. IJCNN (2019)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Reduction Methods for Multi-Label Datasets Based on Granular Computing. BNAIC/BENELEARN (2019)
Gert Janssenswillen, Benoît Depaire, Marijke Swennen, Mieke Jans, Koen Vanhoof
bupaR: Enabling reproducible business process analysis. Knowl. Based Syst. 163 (2019)
Gonzalo Nápoles, Jose L. Salmeron, Wojciech Froelich, Rafael Falcon, Maikel León Espinosa, Frank Vanhoenshoven, Rafael Bello, Koen Vanhoof
Fuzzy Cognitive Modeling: Theoretical and Practical Considerations. KES-IDT (1) (2019)
Marnick Vanloffelt, Gonzalo Nápoles, Koen Vanhoof
Fuzzy-Rough Cognitive Networks: Building Blocks and Their Contribution to Performance. ICMLA (2019)
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Prototypes Generation from Multi-label Datasets Based on Granular Computing. CIARP (2019)
Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Wojciech Froelich, Koen Vanhoof, Rafael Bello
A review on methods and software for fuzzy cognitive maps. Artif. Intell. Rev. 52 (3) (2019)
Gabriela Pérez, Marilyn Bello-García, Gonzalo Nápoles, María Matilde García Lorenzo, Rafael Bello, Koen Vanhoof
Expanding MLkNN Using Extended Rough Set Theory. IWAIPR (2018)
Gonzalo Nápoles, Frank Vanhoenshoven, Koen Vanhoof
Short-term Cognitive Networks, Flexible Reasoning and Nonsynaptic Learning. CoRR (2018)
Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
Customer Segmentation Using Multiple Instance Clustering and Purchasing Behaviors. IWAIPR (2018)
Gonzalo Nápoles, Carlos Mosquera, Rafael Falcon, Isel Grau, Rafael Bello, Koen Vanhoof
Fuzzy-Rough Cognitive Networks. Neural Networks 97 (2018)
Gonzalo Nápoles, Leonardo Concepción, Rafael Falcon, Rafael Bello, Koen Vanhoof
On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Rafael Bello, Koen Vanhoof
Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results. CIVEMSA (2018)
Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof
FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps. Int. J. Artif. Intell. Tools 27 (7) (2018)
Gonzalo Nápoles, Maikel León, Isel Grau, Koen Vanhoof
Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification. ICTAI (2017)
Mabel Frias Dominguez, Yaima Filiberto, Gonzalo Nápoles, Yadira García-Socarrás, Koen Vanhoof, Rafael Bello
Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers. MICAI (1) (2017)
Gonzalo Nápoles, Rafael Falcon, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Weighted aggregation of partial rankings using Ant Colony Optimization. Neurocomputing 250 (2017)
Antonia Estrella-Ramon, Manuel Sánchez-Pérez, Gilbert Swinnen, Koen Vanhoof
A model to improve management of banking customers. Ind. Manag. Data Syst. 117 (2) (2017)
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Rough cognitive ensembles. Int. J. Approx. Reason. 85 (2017)
Ahmad Zyad Alghzawi, Gonzalo Nápoles, George Sammour, Koen Vanhoof
Forecasting Social Security Revenues in Jordan Using Fuzzy Cognitive Maps. KES-IDT (1) (2017)
Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Vijay Kumar Mago, Koen Vanhoof
A new approach using mixed graphical model for automatic design of fuzzy cognitive maps from ordinal data. FUZZ-IEEE (2017)
Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof
Retrieving batch organisation of work insights from event logs. Decis. Support Syst. 100 (2017)
Frank Vanhoenshoven, Gonzalo Nápoles, Samantha Bielen, Koen Vanhoof
Fuzzy Cognitive Maps Employing ARIMA Components for Time Series Forecasting. KES-IDT (1) (2017)
Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof, Rafael Bello
Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges. Soft Computing Based Optimization and Decision Models (2017)
Gonzalo Nápoles, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition. Neural Process. Lett. 45 (2) (2017)
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Partitive granular Cognitive Maps to graded multilabel classification. FUZZ-IEEE (2016)
Frank Vanhoenshoven, Gonzalo Nápoles, Mathijs Creemers, Maikel León Espinosa, Koen Vanhoof
Analyzing the impact of the adaptive clearing mechanism on algorithm accuracy in Variable Mesh Optimization. SSCI (2016)
Gonzalo Nápoles, Elpiniki I. Papageorgiou, Rafael Bello, Koen Vanhoof
On the convergence of sigmoid Fuzzy Cognitive Maps. Inf. Sci. (2016)
Gonzalo Nápoles, Isel Grau, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Rough Cognitive Networks. Knowl. Based Syst. 91 (2016)
Frank Vanhoenshoven, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Mario Köppen
Detecting malicious URLs using machine learning techniques. SSCI (2016)
Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium. Appl. Soft Comput. 42 (2016)
Marijke Swennen, Niels Martin, Gert Janssenswillen, Mieke Jans, Benoît Depaire, An Caris, Koen Vanhoof
Capturing Resource Behaviour From Event Logs. SIMPDA (2016)
Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou
A computational tool for simulation and learning of Fuzzy Cognitive Maps. FUZZ-IEEE (2015)
Marijke Swennen, Gert Janssenswillen, Mieke Jans, Benoît Depaire, Koen Vanhoof
Capturing Process Behavior with Log-Based Process Metrics. SIMPDA (2015)
Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof
Batch Processing: Definition and Event Log Identification. SIMPDA (2015)
Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem. IWANN (2) (2015)
Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
How to improve the convergence on sigmoid Fuzzy Cognitive Maps? Intell. Data Anal. 18 (Supplement) (2014)
Gonzalo Nápoles, Isel Grau, Koen Vanhoof, Rafael Bello
Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making. RSEISP (2014)
Marijke Swennen, Benoît Depaire, Koen Vanhoof, Mieke Jans
Towards a General Framework for Business Tests. ICEIS (3) (2014)
Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Koen Vanhoof
Learning and clustering of fuzzy cognitive maps for travel behaviour analysis. Knowl. Inf. Syst. 39 (2) (2014)
Maikel León, Benoît Depaire, Koen Vanhoof
Fuzzy Cognitive Maps with Rough Concepts. AIAI (2013)
Maikel León, Gonzalo Nápoles, Rafael Bello, Lusine Mkrtchyan, Benoît Depaire, Koen Vanhoof
Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps. Int. J. Comput. Intell. Syst. 6 (6) (2013)
Geert Wets, Elke Hermans, Davy Janssens, Koen Vanhoof, Edith Donders, Qiong Bao, Yongjun Shen, Banghua Yang
An Excellent Guest Professor in Hasselt University. A Tribute to Prof. Dr. Da Ruan (2013)
Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach. CIARP (1) (2013)
Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Rafael Bello, Koen Vanhoof
Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling. ICANN (1) (2012)
Benoît Depaire, Jo Swinnen, Mieke Jans, Koen Vanhoof
A Process Deviation Analysis Framework. Business Process Management Workshops (2012)
Els Hannes, Diana Kusumastuti, Maikel León Espinosa, Davy Janssens, Koen Vanhoof, Geert Wets
Mental maps and travel behaviour: meanings and models. J. Geogr. Syst. 14 (2) (2012)
Benoît Depaire, Koen Vanhoof, Geert Wets
A decision support tool for evaluating customer intentions. Expert Syst. Appl. 39 (8) (2012)
Lusine Mkrtchyan, Maikel León, Benoît Depaire, Da Ruan, Koen Vanhoof
Clustering of Fuzzy Cognitive Maps for Travel Behavior Analysis. IS-MiS (2012)
Yongjun Shen, Elke Hermans, Da Ruan, Geert Wets, Tom Brijs, Koen Vanhoof
A generalized multiple layer data envelopment analysis model for hierarchical structure assessment: A case study in road safety performance evaluation. Expert Syst. Appl. 38 (12) (2011)
Maikel León, Gonzalo Nápoles, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof
A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System. IWINAC (2) (2011)
Diana Kusumastuti, Els Hannes, Benoît Depaire, Koen Vanhoof, Davy Janssens, Geert Wets, Benedict G. C. Dellaert
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. 27 (2) (2011)
Yongjun Shen, Da Ruan, Elke Hermans, Tom Brijs, Geert Wets, Koen Vanhoof
Modeling qualitative data in data envelopment analysis for composite indicators. Int. J. Syst. Assur. Eng. Manag. 2 (1) (2011)
Benoît Depaire, Rafael Falcón, Koen Vanhoof, Geert Wets
PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments. Intell. Data Anal. 15 (1) (2011)
Mieke Jans, Benoît Depaire, Koen Vanhoof
Does Process Mining Add to Internal Auditing? An Experience Report. BMMDS/EMMSAD (2011)
Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning. MICAI (2) (2011)
Mieke Jans, Jan Martijn E. M. van der Werf, Nadine Lybaert, Koen Vanhoof
A business process mining application for internal transaction fraud mitigation. Expert Syst. Appl. 38 (10) (2011)
Nour Damer, Mieke J. Jans, Benoît Depaire, Koen Vanhoof
Making Compliance Measures Actionable: A New Compliance Analysis Approach. Business Process Management Workshops (1) (2011)
Jo Swinnen, Benoît Depaire, Mieke J. Jans, Koen Vanhoof
A Process Deviation Analysis - A Case Study. Business Process Management Workshops (1) (2011)
Krassimira Ivanova, Peter Stanchev, Evgeniya Velikova, Koen Vanhoof, Benoît Depaire, Rajkumar Kannan, Iliya Mitov, Krassimir Markov
Features for Art Painting Classification Based on Vector Quantization of MPEG-7 Descriptors. ICDEM (2010)
Fatma Aksu, Koen Vanhoof, Liesbet De Munck
Evaluation and comparison of business process modeling methodologies for small and midsized enterprises. ISKE (2010)
Jo Swinnen, Koen Vanhoof, Els Hannes
Querying event logs: Discovering non-events in event logs. ISKE (2010)
Krassimira Ivanova, Peter Stanchev, Koen Vanhoof, Phillip Ein-Dor
Semantic and Abstraction Content of Art Images. MCIS (2010)
Maikel León, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof
Fuzzy Cognitive Maps for Modeling Complex Systems. MICAI (1) (2010)
Koen Vanhoof, Benoît Depaire
Structure of association rule classifiers: a review. ISKE (2010)
Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences. Polibits 42 (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Koen Vanhoof