Koen Vanhoof

150 papers A* 3B 11C 4Misc 5Journal 60Unranked 62
YearRankTypeTitle / Venue / Authors
2025 J jnl
Classic Fuzzy Cognitive Maps Are Not Universal Approximators.
IEEE Trans. Fuzzy Syst.
Leonardo Concepción, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2025 J jnl
Learning of Fuzzy Cognitive Map models without training data.
Neurocomputing
Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Yamisleydi Salgueiro, Koen Vanhoof
2023 — conf
Compatibility of Fairness Metrics With EU Non-Discrimination Law: A Legal and Technical Case Study.
EWAF
Yasaman Yousefi, Lisa Koutsoviti Koumeri, Magali Legast, Christoph Schommer, Koen Vanhoof, Axel Legay
2023 J jnl
Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity.
CoRR
Lisa Koutsoviti Koumeri, Magali Legast, Yasaman Yousefi, Koen Vanhoof, Axel Legay, Christoph Schommer
2023 J jnl
Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification.
IEEE Trans. Cybern.
Agnieszka Jastrzebska, Gonzalo Nápoles, Wladyslaw Homenda, Koen Vanhoof
2023 — conf
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps.
IntelliSys (1)
Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof
2023 J jnl
Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps.
CoRR
Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof
2023 — conf
Métriques d'équité en Apprentissage Automatique et droit de l'Union Europénne en matière de non-discrimination.
CNIA
Magali Legast, Yasaman Yousefi, Lisa Koutsoviti Koumeri, Axel Legay, Christoph Schommer, Koen Vanhoof
2023 — conf
Weighted t-Distributed Stochastic Neighbor Embedding for Projection-Based Clustering.
IWAIPR
Gonzalo Nápoles, Leonardo Concepción, Büsra Özgöde Yigin, Görkem Saygili, Koen Vanhoof, Rafael Bello
2022 J jnl
Evaluating time series similarity using concept-based models.
Knowl. Based Syst.
Agnieszka Jastrzebska, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2022 B conf
Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation.
IJCNN
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, María M. García, Rafael Bello
2022 J jnl
Online learning of windmill time series using Long Short-term Cognitive Networks.
Expert Syst. Appl.
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
2022 — conf
Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks.
MICAI (1)
Mabel Frias, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
2021 — conf
Best Next Preference Prediction Based on LSTM and Multi-level Interactions.
IntelliSys (1)
Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
2021 J jnl
Construction and Supervised Learning of Long-Term Grey Cognitive Networks.
IEEE Trans. Cybern.
Gonzalo Nápoles, Jose L. Salmeron, Koen Vanhoof
2021 J jnl
Data quality measures based on granular computing for multi-label classification.
Inf. Sci.
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
2021 — conf
Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections.
IWAIPR
Marilyn Bello, Yaumara Aguilera, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
2021 J jnl
Measuring Wind Turbine Health Using Drifting Concepts.
CoRR
Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2021 J jnl
Natural language techniques supporting decision modelers.
Data Min. Knowl. Discov.
Leticia Arco, Gonzalo Nápoles, Frank Vanhoenshoven, Ana Laura Lara, Gladys Casas, Koen Vanhoof
2021 B conf
Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks.
IJCNN
Mabel Frias Dominguez, Gonzalo Nápoles, Koen Vanhoof, Yaima Filiberto, Rafael Bello
2021 J jnl
Online learning of windmill time series using Long Short-term Cognitive Networks.
CoRR
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
2021 J jnl
Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps.
IEEE Trans. Fuzzy Syst.
Leonardo Concepción, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Rafael Bello
2020 — conf
A Fuzzy Cognitive Map Approach to Investigate the Sustainability of the Social Security System in Jordan.
ICEIS (1)
George Sammour, Ahmad Alghzawi, Koen Vanhoof
2020 — conf
Customer Interaction Networks Based on Multiple Instance Similarities.
BIS
Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
2020 J jnl
Deep neural network to extract high-level features and labels in multi-label classification problems.
Neurocomputing
Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Rafael Bello, Koen Vanhoof
2020 J jnl
Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches.
Neural Networks
Gonzalo Nápoles, Agnieszka Jastrzebska, Carlos Mosquera, Koen Vanhoof, Wladyslaw Homenda
2020 — conf
Feature and Label Association Based on Granulation Entropy for Deep Neural Networks.
IJCRS
Marilyn Bello, Gonzalo Nápoles, Ricardo Sánchez, Koen Vanhoof, Rafael Bello
2020 B conf
From Undirected Structures to Directed Graphical Lasso Fuzzy Cognitive Maps using Ranking-based Approaches.
FUZZ-IEEE
Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof
2020 J jnl
Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks.
IEEE Trans. Neural Networks Learn. Syst.
Gonzalo Nápoles, Frank Vanhoenshoven, Rafael Falcon, Koen Vanhoof
2020 — conf
On the Behavior of Fuzzy Grey Cognitive Maps.
IJCRS
Leonardo Concepción, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
2020 — conf
Outliers Detection in Multi-label Datasets.
MICAI (1)
Marilyn Bello, Gonzalo Nápoles, Rafael Morera, Koen Vanhoof, Rafael Bello
2020 J jnl
Pseudoinverse learning of Fuzzy Cognitive Maps for multivariate time series forecasting.
Appl. Soft Comput.
Frank Vanhoenshoven, Gonzalo Nápoles, Wojciech Froelich, Jose L. Salmeron, Koen Vanhoof
2020 B conf
Retrieving Sparser Fuzzy Cognitive Maps Directly from Categorical Ordinal Dataset using the Graphical Lasso Models and the MAX-threshold Algorithm.
FUZZ-IEEE
Zoumpoulia Dikopoulou, Elpiniki I. Papageorgiou, Koen Vanhoof
2020 — conf
Rough Net Approach for Community Detection Analysis in Complex Networks.
IJCRS
Ivett Fuentes, Arian Pina, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
2019 — conf
A Preliminary Study on Symbolic Fuzzy Cognitive Maps for Pattern Classification.
WEA
Mabel Frias Dominguez, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
2019 J jnl
A review on methods and software for fuzzy cognitive maps.
Artif. Intell. Rev.
Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Wojciech Froelich, Koen Vanhoof, Rafael Bello
2019 — conf
Fuzzy Cognitive Modeling: Theoretical and Practical Considerations.
KES-IDT (1)
Gonzalo Nápoles, Jose L. Salmeron, Wojciech Froelich, Rafael Falcon, Maikel León Espinosa, Frank Vanhoenshoven, Rafael Bello, Koen Vanhoof
2019 C conf
Fuzzy-Rough Cognitive Networks: Building Blocks and Their Contribution to Performance.
ICMLA
Marnick Vanloffelt, Gonzalo Nápoles, Koen Vanhoof
2019 — conf
Methods to Edit Multi-label Training Sets Using Rough Sets Theory.
IJCRS
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
2019 C conf
Prototypes Generation from Multi-label Datasets Based on Granular Computing.
CIARP
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
2019 — conf
Reduction Methods for Multi-Label Datasets Based on Granular Computing.
BNAIC/BENELEARN
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
2019 J jnl
Short-term cognitive networks, flexible reasoning and nonsynaptic learning.
Neural Networks
Gonzalo Nápoles, Frank Vanhoenshoven, Koen Vanhoof
2019 B conf
Synaptic Learning of Long-Term Cognitive Networks with Inputs.
IJCNN
Richar Sosa, Alejandro Alfonso, Gonzalo Nápoles, Rafael Bello, Koen Vanhoof, Ann Nowé
2019 J jnl
bupaR: Enabling reproducible business process analysis.
Knowl. Based Syst.
Gert Janssenswillen, Benoît Depaire, Marijke Swennen, Mieke Jans, Koen Vanhoof
2018 — conf
Customer Segmentation Using Multiple Instance Clustering and Purchasing Behaviors.
IWAIPR
Ivett Fuentes, Gonzalo Nápoles, Leticia Arco, Koen Vanhoof
2018 — conf
Expanding MLkNN Using Extended Rough Set Theory.
IWAIPR
Gabriela Pérez, Marilyn Bello-García, Gonzalo Nápoles, María Matilde García Lorenzo, Rafael Bello, Koen Vanhoof
2018 J jnl
FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps.
Int. J. Artif. Intell. Tools
Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof
2018 J jnl
Fuzzy-Rough Cognitive Networks.
Neural Networks
Gonzalo Nápoles, Carlos Mosquera, Rafael Falcon, Isel Grau, Rafael Bello, Koen Vanhoof
2018 J jnl
On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps.
IEEE Trans. Fuzzy Syst.
Gonzalo Nápoles, Leonardo Concepción, Rafael Falcon, Rafael Bello, Koen Vanhoof
2018 — conf
Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results.
CIVEMSA
Gerardo Felix, Gonzalo Nápoles, Rafael Falcon, Rafael Bello, Koen Vanhoof
2018 J jnl
Short-term Cognitive Networks, Flexible Reasoning and Nonsynaptic Learning.
CoRR
Gonzalo Nápoles, Frank Vanhoenshoven, Koen Vanhoof
2017 J jnl
A model to improve management of banking customers.
Ind. Manag. Data Syst.
Antonia Estrella-Ramon, Manuel Sánchez-Pérez, Gilbert Swinnen, Koen Vanhoof
2017 B conf
A new approach using mixed graphical model for automatic design of fuzzy cognitive maps from ordinal data.
FUZZ-IEEE
Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Vijay Kumar Mago, Koen Vanhoof
2017 — conf
Forecasting Social Security Revenues in Jordan Using Fuzzy Cognitive Maps.
KES-IDT (1)
Ahmad Zyad Alghzawi, Gonzalo Nápoles, George Sammour, Koen Vanhoof
2017 — conf
Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges.
Soft Computing Based Optimization and Decision Models
Gonzalo Nápoles, Maikel León Espinosa, Isel Grau, Koen Vanhoof, Rafael Bello
2017 — conf
Fuzzy Cognitive Maps Employing ARIMA Components for Time Series Forecasting.
KES-IDT (1)
Frank Vanhoenshoven, Gonzalo Nápoles, Samantha Bielen, Koen Vanhoof
2017 — conf
Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers.
MICAI (1)
Mabel Frias Dominguez, Yaima Filiberto, Gonzalo Nápoles, Yadira García-Socarrás, Koen Vanhoof, Rafael Bello
2017 B conf
Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification.
ICTAI
Gonzalo Nápoles, Maikel León, Isel Grau, Koen Vanhoof
2017 J jnl
Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition.
Neural Process. Lett.
Gonzalo Nápoles, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2017 J jnl
Retrieving batch organisation of work insights from event logs.
Decis. Support Syst.
Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof
2017 J jnl
Rough cognitive ensembles.
Int. J. Approx. Reason.
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2017 J jnl
Weighted aggregation of partial rankings using Ant Colony Optimization.
Neurocomputing
Gonzalo Nápoles, Rafael Falcon, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016 — ch.
A Granular Intrusion Detection System Using Rough Cognitive Networks.
Recent Advances in Computational Intelligence in Defense and Security
Gonzalo Nápoles, Isel Grau, Rafael Falcon, Rafael Bello, Koen Vanhoof
2016 — conf
Analyzing the impact of the adaptive clearing mechanism on algorithm accuracy in Variable Mesh Optimization.
SSCI
Frank Vanhoenshoven, Gonzalo Nápoles, Mathijs Creemers, Maikel León Espinosa, Koen Vanhoof
2016 — conf
Capturing Resource Behaviour From Event Logs.
SIMPDA
Marijke Swennen, Niels Martin, Gert Janssenswillen, Mieke Jans, Benoît Depaire, An Caris, Koen Vanhoof
2016 — conf
Detecting malicious URLs using machine learning techniques.
SSCI
Frank Vanhoenshoven, Gonzalo Nápoles, Rafael Falcon, Koen Vanhoof, Mario Köppen
2016 J jnl
On the convergence of sigmoid Fuzzy Cognitive Maps.
Inf. Sci.
Gonzalo Nápoles, Elpiniki I. Papageorgiou, Rafael Bello, Koen Vanhoof
2016 B conf
Partitive granular Cognitive Maps to graded multilabel classification.
FUZZ-IEEE
Gonzalo Nápoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016 J jnl
Prototypes construction from partial rankings to characterize the attractiveness of companies in Belgium.
Appl. Soft Comput.
Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016 J jnl
Rough Cognitive Networks.
Knowl. Based Syst.
Gonzalo Nápoles, Isel Grau, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2015 B conf
A computational tool for simulation and learning of Fuzzy Cognitive Maps.
FUZZ-IEEE
Gonzalo Nápoles, Isel Grau, Rafael Bello, Maikel León, Koen Vanhoof, Elpiniki Papageorgiou
2015 — conf
Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem.
IWANN (2)
Gonzalo Nápoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2015 — conf
Batch Processing: Definition and Event Log Identification.
SIMPDA
Niels Martin, Marijke Swennen, Benoît Depaire, Mieke Jans, An Caris, Koen Vanhoof
2015 — conf
Capturing Process Behavior with Log-Based Process Metrics.
SIMPDA
Marijke Swennen, Gert Janssenswillen, Mieke Jans, Benoît Depaire, Koen Vanhoof
2014 J jnl
How to improve the convergence on sigmoid Fuzzy Cognitive Maps?
Intell. Data Anal.
Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
2014 — conf
Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making.
RSEISP
Gonzalo Nápoles, Isel Grau, Koen Vanhoof, Rafael Bello
2014 J jnl
Learning and clustering of fuzzy cognitive maps for travel behaviour analysis.
Knowl. Inf. Syst.
Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Koen Vanhoof
2014 — conf
Towards a General Framework for Business Tests.
ICEIS (3)
Marijke Swennen, Benoît Depaire, Koen Vanhoof, Mieke Jans
2013 — conf
An Excellent Guest Professor in Hasselt University.
A Tribute to Prof. Dr. Da Ruan
Geert Wets, Elke Hermans, Davy Janssens, Koen Vanhoof, Edith Donders, Qiong Bao, Yongjun Shen, Banghua Yang
2013 Misc conf
Fuzzy Cognitive Maps with Rough Concepts.
AIAI
Maikel León, Benoît Depaire, Koen Vanhoof
2013 — conf
Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach.
CIARP (1)
Gonzalo Nápoles, Rafael Bello, Koen Vanhoof
2013 J jnl
Tackling Travel Behaviour: An approach based on Fuzzy Cognitive Maps.
Int. J. Comput. Intell. Syst.
Maikel León, Gonzalo Nápoles, Rafael Bello, Lusine Mkrtchyan, Benoît Depaire, Koen Vanhoof
2012 — conf
A Process Deviation Analysis Framework.
Business Process Management Workshops
Benoît Depaire, Jo Swinnen, Mieke Jans, Koen Vanhoof
2012 J jnl
A decision support tool for evaluating customer intentions.
Expert Syst. Appl.
Benoît Depaire, Koen Vanhoof, Geert Wets
2012 — conf
Clustering of Fuzzy Cognitive Maps for Travel Behavior Analysis.
IS-MiS
Lusine Mkrtchyan, Maikel León, Benoît Depaire, Da Ruan, Koen Vanhoof
2012 — conf
Learning Method Inspired on Swarm Intelligence for Fuzzy Cognitive Maps: Travel Behaviour Modelling.
ICANN (1)
Maikel León, Lusine Mkrtchyan, Benoît Depaire, Da Ruan, Rafael Bello, Koen Vanhoof
2012 J jnl
Mental maps and travel behaviour: meanings and models.
J. Geogr. Syst.
Els Hannes, Diana Kusumastuti, Maikel León Espinosa, Davy Janssens, Koen Vanhoof, Geert Wets
2011 — conf
A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System.
IWINAC (2)
Maikel León, Gonzalo Nápoles, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof
2011 — conf
A Process Deviation Analysis - A Case Study.
Business Process Management Workshops (1)
Jo Swinnen, Benoît Depaire, Mieke J. Jans, Koen Vanhoof
2011 J jnl
A business process mining application for internal transaction fraud mitigation.
Expert Syst. Appl.
Mieke Jans, Jan Martijn E. M. van der Werf, Nadine Lybaert, Koen Vanhoof
2011 J jnl
A generalized multiple layer data envelopment analysis model for hierarchical structure assessment: A case study in road safety performance evaluation.
Expert Syst. Appl.
Yongjun Shen, Elke Hermans, Da Ruan, Geert Wets, Tom Brijs, Koen Vanhoof
2011 J jnl
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.
Diana Kusumastuti, Els Hannes, Benoît Depaire, Koen Vanhoof, Davy Janssens, Geert Wets, Benedict G. C. Dellaert
2011 — conf
Does Process Mining Add to Internal Auditing? An Experience Report.
BMMDS/EMMSAD
Mieke Jans, Benoît Depaire, Koen Vanhoof
2011 — conf
Making Compliance Measures Actionable: A New Compliance Analysis Approach.
Business Process Management Workshops (1)
Nour Damer, Mieke J. Jans, Benoît Depaire, Koen Vanhoof
2011 J jnl
Modeling qualitative data in data envelopment analysis for composite indicators.
Int. J. Syst. Assur. Eng. Manag.
Yongjun Shen, Da Ruan, Elke Hermans, Tom Brijs, Geert Wets, Koen Vanhoof
2011 J jnl
PSO driven collaborative clustering: A clustering algorithm for ubiquitous environments.
Intell. Data Anal.
Benoît Depaire, Rafael Falcón, Koen Vanhoof, Geert Wets
2011 — conf
Two Steps Individuals Travel Behavior Modeling through Fuzzy Cognitive Maps Pre-definition and Learning.
MICAI (2)
Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
2010 — conf
A Decision Support Tool for Evaluating Loyalty and Word-of-Mouth Using Model-Based Knowledge Discovery.
IEA/AIE (1)
Benoît Depaire, Koen Vanhoof, Geert Wets
2010 J jnl
A Revision and Experience using Cognitive Mapping and Knowledge Engineering in Travel Behavior Sciences.
Polibits
Maikel León, Gonzalo Nápoles, María M. García, Rafael Bello, Koen Vanhoof
2010 J jnl
A hybrid system of neural networks and rough sets for road safety performance indicators.
Soft Comput.
Yongjun Shen, Tianrui Li, Elke Hermans, Da Ruan, Geert Wets, Koen Vanhoof, Tom Brijs
2010 — ch.
Application Challenges for Ubiquitous Knowledge Discovery.
Ubiquitous Knowledge Discovery
Koen Vanhoof, Ina Lauth
2010 Misc conf
Evaluation and comparison of business process modeling methodologies for small and midsized enterprises.
ISKE
Fatma Aksu, Koen Vanhoof, Liesbet De Munck
2010 — conf
Features for Art Painting Classification Based on Vector Quantization of MPEG-7 Descriptors.
ICDEM
Krassimira Ivanova, Peter Stanchev, Evgeniya Velikova, Koen Vanhoof, Benoît Depaire, Rajkumar Kannan, Iliya Mitov, Krassimir Markov
2010 — conf
Fuzzy Cognitive Maps for Modeling Complex Systems.
MICAI (1)
Maikel León, Ciro Rodriguez, María M. García, Rafael Bello, Koen Vanhoof
2010 J jnl
Internal fraud risk reduction: Results of a data mining case study.
Int. J. Account. Inf. Syst.
Mieke Jans, Nadine Lybaert, Koen Vanhoof
2010 Misc conf
Querying event logs: Discovering non-events in event logs.
ISKE
Jo Swinnen, Koen Vanhoof, Els Hannes
2010 J jnl
Road safety risk evaluation by means of ordered weighted averaging operators and expert knowledge.
Knowl. Based Syst.
Elke Hermans, Da Ruan, Tom Brijs, Geert Wets, Koen Vanhoof
2010 — conf
Semantic and Abstraction Content of Art Images.
MCIS
Krassimira Ivanova, Peter Stanchev, Koen Vanhoof, Phillip Ein-Dor
2010 Misc conf
Structure of association rule classifiers: a review.
ISKE
Koen Vanhoof, Benoît Depaire
2009 — conf
Identiying Homogenous Customer Segments for Low Risk Email Marketing Experiments.
ICEIS (4)
George Nicola Sammour, Benoît Depaire, Koen Vanhoof, Geert Wets
2009 A* conf
Ordinal Evaluation: A New Perspective on Country Images.
ICDM
Marko Robnik-Sikonja, Kris Brijs, Koen Vanhoof
2009 J jnl
Simulation of sequential data: An enhanced reinforcement learning approach.
Expert Syst. Appl.
Marlies Vanhulsel, Davy Janssens, Geert Wets, Koen Vanhoof
2008 — conf
ARUBAS: An Association Rule Based Similarity Framework for Associative Classifiers.
ICDM Workshops
Benoît Depaire, Koen Vanhoof, Geert Wets
2008 Misc conf
Development of a composite road safety performance indicator based on neural networks.
ISKE
Yongjun Shen, Elke Hermans, Da Ruan, Geert Wets, Koen Vanhoof, Tom Brijs
2008 — conf
Internal Fraud Risk Reduction - Results of a Data Mining Case Study.
ICEIS (2)
Mieke Jans, Nadine Lybaert, Koen Vanhoof
2008 — conf
Knowledge Management and eLearning in Professional Development.
WSKS (2)
George Nicola Sammour, Jeanne Schreurs, Abdullah Y. Al-Zoubi, Koen Vanhoof
2008 — ch.
Research Challenges in Ubiquitous Knowledge Discovery.
Next Generation of Data Mining
Michael May, Bettina Berendt, Antoine Cornuéjols, João Gama, Fosca Giannotti, Andreas Hotho, Donato Malerba, Ernestina Menasalvas, Katharina Morik, Rasmus Ulslev Pedersen, Lorenza Saitta, Yücel Saygin, Assaf Schuster, Koen Vanhoof
2008 J jnl
The role of knowledge management and e-learning in professional development.
Int. J. Knowl. Learn.
George Nicola Sammour, Jeanne Schreurs, Abdullah Y. Al-Zoubi, Koen Vanhoof
2008 — conf
Towards a Suitable Reconciliation of the Findings in Collaborative Fuzzy Clustering.
ISDA (3)
Rafael Falcón, Benoît Depaire, Koen Vanhoof, Ajith Abraham
2007 J jnl
Evaluation of ordinal attributes at value level.
Data Min. Knowl. Discov.
Marko Robnik-Sikonja, Koen Vanhoof
2007 — conf
The Importance of Aggregation Operator Characteristics in Marketing Research.
ICEIS (2)
Kris Brijs, Benoît Depaire, Koen Vanhoof, Tom Brijs, Geert Wets
2006 J jnl
Evaluating the performance of cost-based discretization versus entropy- and error-based discretization.
Comput. Oper. Res.
Davy Janssens, Tom Brijs, Koen Vanhoof, Geert Wets
2006 J jnl
Integrating Bayesian networks and decision trees in a sequential rule-based transportation model.
Eur. J. Oper. Res.
Davy Janssens, Geert Wets, Tom Brijs, Koen Vanhoof, Theo A. Arentze, Harry J. P. Timmermans
2006 B conf
Using Fuzzy Set Theory to Assess Country-of-Origin Effects on the Formation of Product Attitude.
MDAI
Kris Brijs, Koen Vanhoof, Tom Brijs, Dimitris Karlis
2005 J jnl
Adapting the CBA algorithm by means of intensity of implication.
Inf. Sci.
Davy Janssens, Geert Wets, Tom Brijs, Koen Vanhoof
2005 B conf
Analysis of Company Growth Data Using Genetic Algorithms on Binary Trees.
PAKDD
Gerrit K. Janssens, Kenneth Sörensen, Arthur Limère, Koen Vanhoof
2005 — conf
Inductive Development of Customer e-Loyalty Theory with Bayesian Networks.
CORES
Waldemar Jaronski, Koen Vanhoof, Josée Bloemer
2005 — ch.
Penalty-Reward Analysis with Uninorms: A Study of Customer (Dis)Satisfaction.
Intelligent Data Mining
Koen Vanhoof, Pieter Pauwels, József Dombi, Tom Brijs, Geert Wets
2005 J jnl
The development of an adapted Markov chain modelling heuristic and simulation framework in the context of transportation research.
Expert Syst. Appl.
Davy Janssens, Geert Wets, Tom Brijs, Koen Vanhoof
2005 — ch.
Using an Adapted Classification Based on Associations Algorithm in an Activity-Based Transportation System.
Intelligent Data Mining
Davy Janssens, Geert Wets, Tom Brijs, Koen Vanhoof
2004 J jnl
Bankruptcy prediction using a data envelopment analysis.
Eur. J. Oper. Res.
Anja Cielen, Ludo Peeters, Koen Vanhoof
2004 J jnl
Building an Association Rules Framework to Improve Product Assortment Decisions.
Data Min. Knowl. Discov.
Tom Brijs, Gilbert Swinnen, Koen Vanhoof, Geert Wets
2004 — conf
Exploiting sensitivity analysis in Bayesian networks for customer satisfaction study.
Intelligent Information Systems
Waldemar Jaronski, Josée Bloemer, Koen Vanhoof, Geert Wets
2004 J jnl
Mining Navigation Patterns Using a Sequence Alignment Method.
Knowl. Inf. Syst.
Birgit Hay, Geert Wets, Koen Vanhoof
2003 — conf
Discovering Interesting Navigations on a Web Site Using SAM
ITWP
Birgit Hay, Geert Wets, Koen Vanhoof
2002 — conf
Applying Bayesian Networks in Practical Customer Satisfaction studies.
SEAL
Waldemar Jaronski, Josée Bloemer, Koen Vanhoof, Geert Wets
2002 C conf
Multidimensional Sequence Alignment Methods: Discovering Navigation Patterns on Web Sites Presenting Page- and Time Information.
ICMLA
Birgit Hay, Geert Wets, Koen Vanhoof
2002 — conf
Web Usage Mining by Means of Multidimensional Sequence Alignment Methods.
WebKDD
Birgit Hay, Geert Wets, Koen Vanhoof
2001 J jnl
A Data Mining Framework for Optimal Product Selection in Retail Supermarket Data: The Generalized PROFSET Model
CoRR
Tom Brijs, Bart Goethals, Gilbert Swinnen, Koen Vanhoof, Geert Wets
2000 — conf
A Data Mining Framework for Optimal Product Selection in Convenience Stores.
ECIS
Tom Brijs, Gilbert Swinnen, Koen Vanhoof, Geert Wets
2000 A* conf
A data mining framework for optimal product selection in retail supermarket data: the generalized PROFSET model.
KDD
Tom Brijs, Bart Goethals, Gilbert Swinnen, Koen Vanhoof, Geert Wets
2000 — conf
Comparing Complete and Partial Classification for Identifying Latently Dissatisfied Customers.
ECML
Tom Brijs, Gilbert Swinnen, Koen Vanhoof, Geert Wets
2000 J jnl
Reducing redundancy in characteristic rule discovery by using integer programming techniques.
Intell. Data Anal.
Tom Brijs, Koen Vanhoof, Geert Wets
1999 J jnl
A knowledge-based SWOT-analysis system as an instrument for strategic planning in small and medium sized enterprises.
Decis. Support Syst.
Geert-Jan Houben, K. Lenie, Koen Vanhoof
1999 — conf
The Improvement of Response Modeling: Combining Rule-Induction and Case-Based Reasoning.
PKDD
Filip Coenen, Gilbert Swinnen, Koen Vanhoof, Geert Wets
1999 A* conf
Using Association Rules for Product Assortment Decisions: A Case Study.
KDD
Tom Brijs, Gilbert Swinnen, Koen Vanhoof, Geert Wets
1998 — conf
Cost Sensitive Discretization of Numeric Attributes.
PKDD
Tom Brijs, Koen Vanhoof
1997 — conf
A Case Study in Loyality and Satisfaction Research.
ECML
Koen Vanhoof, Josée Bloemer, K. Pauwels
1995 C conf
Integration Rules and Cases for the Classification Task.
ICCBR
Jerzy Surma, Koen Vanhoof
1994 J jnl
Comparing Two Hybrid Expert System Shells.
Int. J. Softw. Eng. Knowl. Eng.
Koen Vanhoof, Jerzy Surma