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| | Issue Date | Title | Contributor(s) | Type | Cat. |
| 1 | 2023 | Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification | Jastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Homenda, Wladyslaw; VANHOOF, Koen | Journal Contribution | A1 |
| 2 | 2022 | Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks | FRIAS DOMINGUEZ, Mabel; Nápoles, Gonzalo; Filiberto, Yaima; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 3 | 2022 | Evaluating time series similarity using concept-based models | Jastrzebska, Agnieszka; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, Koen | Journal Contribution | A1 |
| 4 | 2022 | Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation | Bello, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Garcia, Maria M.; Bello, Rafael | Proceedings Paper | C1 |
| 5 | 2022 | Measuring wind turbine health using fuzzy-concept-based drifting models | Jastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, Koen | Journal Contribution | A1 |
| 6 | 2022 | Encore abstract "Online learning of windmill time series using Long Short-term Cognitive Networks" | MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Jastrz¸ebska, Agnieszka; Salgueiro Sicilia, Yamisleydi; VANHOOF, Koen | Conference Material | C2 |
| 7 | 2021 | Measuring Wind Turbine Health Using Drifting Concepts | Jastrzebska, Agnieszka; MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Salgueiro, Yamisleydi; VANHOOF, Koen | Preprint | O |
| 8 | 2021 | Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks | FRIAS DOMINGUEZ, Mabel; NAPOLES RUIZ, Gonzalo; Filiberto, Yaima; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 9 | 2021 | Online learning of windmill time series using Long Short-term Cognitive Networks | MORALES HERNANDEZ, Alejandro; NAPOLES RUIZ, Gonzalo; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi; VANHOOF, Koen | Journal Contribution | A1 |
| 10 | 2021 | Unveiling the Dynamic Behavior of Fuzzy Cognitive Maps | Concepcion, L; NAPOLES RUIZ, Gonzalo; Falcon, R; VANHOOF, Koen; Bello, R | Journal Contribution | A1 |
| 11 | 2021 | Data quality measures based on granular computing for multi-label classification | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Bello, Rafael | Journal Contribution | A1 |
| 12 | 2021 | Best Next Preference Prediction Based on LSTM and Multi-level Interactions | FUENTES HERRERA, Ivett; NAPOLES RUIZ, Gonzalo; Arco García, Leticia; VANHOOF, Koen | Proceedings Paper | C1 |
| 13 | 2021 | Layer-Wise Relevance Propagation in Multi-label Neural Networks to Identify COVID-19 Associated Coinfections | BELLO GARCIA, Marilyn; Aguilera, Yaumara; NAPOLES RUIZ, Gonzalo; Garcia, Maria M.; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 14 | 2021 | Construction and Supervised Learning of Long-Term Grey Cognitive Networks | NAPOLES RUIZ, Gonzalo; Salmeron, Jose L.; VANHOOF, Koen | Journal Contribution | A1 |
| 15 | 2021 | Natural language techniques supporting decision modelers | Arco, Leticia; NAPOLES RUIZ, Gonzalo; VANHOENSHOVEN, Frank; Lara, Ana Laura; Casas, Gladys; VANHOOF, Koen | Journal Contribution | A1 |
| 16 | 2021 | Theoretical Analysis of the State Space of Fuzzy Cognitive Maps using Shrink Functions | CONCEPCION PEREZ, Leonardo; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A2 |
| 17 | 2020 | PRODUCT AFFINITY SEGMENTATION OF MULTICHANNEL GROCERY SHOPPERS APPLYING COMMUNITY DETECTION | VANHOOF, Koen; Frasquet, Marta; FUENTES HERRERA, Ivett | Proceedings Paper | C1 |
| 18 | 2020 | Extraction of high-level features and labels in multi-label classification problems | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; Ricardo, Sanchez; VANHOOF, Koen; Rafael, Bello | Proceedings Paper | C2 |
| 19 | 2020 | Deterministic learning of hybrid Fuzzy Cognitive Maps and network reduction approaches | NAPOLES RUIZ, Gonzalo; Jastrzębska, Agnieszka; Mosquera, Carlos; VANHOOF, Koen; Homenda, Władysław | Journal Contribution | A1 |
| 20 | 2020 | On the generation of multi-label prototypes | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Bello, Rafael | Journal Contribution | A1 |
| 21 | 2020 | Deep neural network to extract high-level features and labels in multi-label classification problems | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; Sánchez, Ricardo; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 22 | 2020 | A Fuzzy Cognitive Map Approach to Investigate the Sustainability of the Social Security System in Jordan | SAMMOUR, George; AL_GHZAWI, Ahmad; VANHOOF, Koen | Proceedings Paper | C1 |
| 23 | 2020 | Retrieving Sparser Fuzzy Cognitive Maps Directly from Categorical Ordinal Dataset using the Graphical Lasso Models and the MAX-threshold Algorithm | DIKOPOULOU, Zoumpolia; PAPAGEORGIOU, Elpiniki; VANHOOF, Koen | Proceedings Paper | C1 |
| 24 | 2020 | On the Behavior of Fuzzy Grey Cognitive Maps | Concepción, Leonardo; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 25 | 2020 | From Undirected Structures to Directed Graphical Lasso Fuzzy Cognitive Maps using Ranking-based Approaches | DIKOPOULOU, Zoumpolia; PAPAGEORGIOU, Elpiniki; VANHOOF, Koen | Proceedings Paper | C1 |
| 26 | 2020 | USING APRIORI ASSOCIATION RULES AND DECISION TREE ANALYSIS FOR DETECTING CUSTOMS FRAUD | QABBAAH, Hamzah; SAMMOUR, George; VANHOOF, Koen | Journal Contribution | A1 |
| 27 | 2020 | USING VISUAL ANALYTICS AND K-MEANS CLUSTERING FOR MONETISING LOGISTICS DATA, A CASE STUDY WITH MULTIPLE E-COMMERCE COMPANIES | QABBAAH, Hamzah; SAMMOUR, George; VANHOOF, Koen | Journal Contribution | A1 |
| 28 | 2020 | Fuzzy Cognitive Modeling: Theoretical and Practical Considerations | NAPOLES RUIZ, Gonzalo; Salmeron, Jose L.; Froelich, Wojciech; Falcon, Rafael; Espinosa, Maikel Leon; VANHOENSHOVEN, Frank; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 29 | 2020 | Pseudoinverse learning of Fuzzy Cognitive Maps for multivariate time series forecasting | VANHOENSHOVEN, Frank; NAPOLES RUIZ, Gonzalo; Froelich, Wojciech; Salmeron, Jose L.; VANHOOF, Koen | Journal Contribution | A1 |
| 30 | 2020 | Nonsynaptic Error Backpropagation in Long-Term Cognitive Networks | NAPOLES RUIZ, Gonzalo; VANHOENSHOVEN, Frank; Falcon, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 31 | 2020 | Rough Net Approach for Community Detection Analysis in Complex Networks | FUENTES HERRERA, Ivett; Pina, Arian; NAPOLES RUIZ, Gonzalo; Arco, Leticia; VANHOOF, Koen | Proceedings Paper | C1 |
| 32 | 2020 | Feature and Label Association Based on Granulation Entropy for Deep Neural Networks | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; Sánchez, Ricardo; VANHOOF, Koen; Bello, Rafael | Proceedings Paper | C1 |
| 33 | 2020 | Outliers Detection in Multi-label Datasets | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; Morera, Rafael; VANHOOF, Koen; Bello, Rafael | Proceedings Paper | C1 |
| 34 | 2020 | Customer Interaction Networks Based on Multiple Instance Similarities | FUENTES HERRERA, Ivett; NAPOLES RUIZ, Gonzalo; Arco, Leticia; VANHOOF, Koen | Proceedings Paper | C1 |
| 35 | 2019 | Fuzzy-Rough Cognitive Networks: Building Blocks and Their Contribution to Performance | Vanloffelt, Marnick; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen | Proceedings Paper | C1 |
| 36 | 2019 | Reduction methods for multi-label datasets based on Granular Computing | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Bello, Rafael | Proceedings Paper | C1 |
| 37 | 2019 | Using K-Means Clustering and Data Visualization for Monetizing logistics Data | QABBAAH, Hamzah; SAMMOUR, George; VANHOOF, Koen | Proceedings Paper | C1 |
| 38 | 2019 | A Preliminary Study on Symbolic Fuzzy Cognitive Maps for Pattern Classification | FRIAS DOMINGUEZ, Mabel; NAPOLES RUIZ, Gonzalo; Filiberto, Yaima; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 39 | 2019 | Methods to Edit Multi-label Training Sets Using Rough Sets Theory | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Bello, Rafael | Proceedings Paper | C1 |
| 40 | 2019 | Parallel approach for network construction from large purchasing collections | FUENTES HERRERA, Ivett; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Arco, Leticia | Proceedings Paper | C1 |
| 41 | 2019 | Prototypes Generation from Multi-label Datasets based on Granular Computing | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Bello, Rafael | Proceedings Paper | C1 |
| 42 | 2019 | Synaptic Learning of Long-Term Cognitive Networks with Inputs | Sosa, Richar; Alfonso, Alejandro; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, Koen; Nowé, Ann | Proceedings Paper | C1 |
| 43 | 2019 | Short-term Cognitive Networks, Flexible Reasoning and Nonsynaptic Learning | NAPOLES RUIZ, Gonzalo; VANHOENSHOVEN, Frank; VANHOOF, Koen | Journal Contribution | A1 |
| 44 | 2019 | A QUALITY MEASURE FOR MULTI-LABEL DATASETS ON THE APACHE SPARK FRAMEWORK | Sánchez, Ricardo; BELLO GARCIA, Marilyn; Morell, Carlos; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 45 | 2019 | Comparative Analysis of Symbolic Reasoning Models for Fuzzy Cognitive Maps | FRIAS DOMINGUEZ, Mabel; Filiberto, Yaima; Falcon, Rafael; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, Koen | Book Section | B2 |
| 46 | 2018 | On the Accuracy-Convergence Tradeoff in Sigmoid Fuzzy Cognitive Maps | NAPOLES RUIZ, Gonzalo; Concepción, Leonardo; Falcon, Rafael; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 47 | 2018 | FCM Expert: Software Tool for Scenario Analysis and Pattern Classification Based on Fuzzy Cognitive Maps | NAPOLES RUIZ, Gonzalo; LEON ESPINOSA, Maikel; Grau, Isel; VANHOOF, Koen | Journal Contribution | A1 |
| 48 | 2018 | Performance Analysis of Granular versus Traditional Neural Network Classifiers: Preliminary Results | Gerardo, Félix-Benjamín; NAPOLES RUIZ, Gonzalo; Falcon, Rafael; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 49 | 2018 | Customer Segmentation Using Multiple Instance Clustering and Purchasing Behaviors | FUENTES HERRERA, Ivett; NAPOLES RUIZ, Gonzalo; Arco, Leticia; VANHOOF, Koen | Proceedings Paper | C1 |
| 50 | 2018 | Expanding MLkNN Using Extended Rough Set Theory | Pérez, Gabriela; BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; Matilde-García, María; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 51 | 2018 | A validation measure for computational scheduler activity-based transportation models based on sequence alignment methods | SAMMOUR, George; VANHOOF, Koen | Journal Contribution | A1 |
| 52 | 2018 | Development of Customs Prediction Model for Online Ordering | Sharawi, Lina I.; QABBAAH, Hamzah; SAMMOUR, George; VANHOOF, Koen | Proceedings Paper | C1 |
| 53 | 2018 | Granular cognitive maps: a review | Falcon, Rafael; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 54 | 2018 | Fuzzy Activation of Rough Cognitive Ensembles Using OWA Operators | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; FUENTES HERRERA, Ivett; Grau, Isel; Falcon, Rafael; Bello, Rafael; VANHOOF, Koen | Book Section | B2 |
| 55 | 2018 | Fuzzy-rough cognitive networks | NAPOLES RUIZ, Gonzalo; Mosquera, Carlos; Falcon, Rafael; Grau, Isel; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 56 | 2018 | Fuzzy Cognitive Maps Employing ARIMA Components for Time Series Forecasting | VANHOENSHOVEN, Frank; NAPOLES RUIZ, Gonzalo; BIELEN, Samantha; VANHOOF, Koen | Proceedings Paper | C1 |
| 57 | 2018 | bupaR: Enabling reproducible business process analysis | JANSSENSWILLEN, Gert; DEPAIRE, Benoit; SWENNEN, Marijke; JANS, Mieke; VANHOOF, Koen | Journal Contribution | A1 |
| 58 | 2017 | Data Mining Techniques to Improve the Response Rate of E-mail campaigns and Customer Loyalty | QABBAAH, Hamzah; SAMMOUR, George; VANHOOF, Koen | Proceedings Paper | C2 |
| 59 | 2017 | Using Fuzzy Cognitive Maps to predict the economic sustainability of Jordan Social Security | AL_GHZAWI, Ahmad; SAMMOUR, George; VANHOOF, Koen | Conference Material | C2 |
| 60 | 2017 | A Fuzzy Activation Mechanism for Rough Cognitive Ensembles | BELLO GARCIA, Marilyn; NAPOLES RUIZ, Gonzalo; Fuentes, Ivett; Grau, Isel; Falcon, Rafael; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 61 | 2017 | A Modified Fuzzy TOPSIS Method Aggregating 8.921 Partial Rankings for Companies’ Attractiveness | DIKOPOULOU, Zoumpolia; NAPOLES RUIZ, Gonzalo; PAPAGEORGIOU, Elpiniki; VANHOOF, Koen | Proceedings Paper | C1 |
| 62 | 2017 | Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification | NAPOLES RUIZ, Gonzalo; VANHOOF, Koen; Espinosa, Maikel Leon; Grau, Isel | Proceedings Paper | C1 |
| 63 | 2017 | A new approach using Mixed Graphical Model for automatic design of Fuzzy Cognitive Maps from ordinal data | DIKOPOULOU, Zoumpolia; PAPAGEORGIOU, Elpiniki; Mago, Vijay; VANHOOF, Koen | Proceedings Paper | C1 |
| 64 | 2017 | A review on methods and software for fuzzy cognitive maps | Felix, Gerardo; NAPOLES RUIZ, Gonzalo; Falcon, Rafael; Froelich, Wojciech; VANHOOF, Koen; Bello, Rafael | Journal Contribution | A1 |
| 65 | 2017 | Forecasting social security revenues in Jordan using Fuzzy Cognitive Maps | AL_GHZAWI, Ahmad; NAPOLES RUIZ, Gonzalo; SAMMOUR, George; VANHOOF, Koen | Proceedings Paper | C1 |
| 66 | 2017 | Unraveling Bi-Lingual Multi-feature based Text Classification: A case study | YARAHMADI, Aziz; CREEMERS, Mathijs; QABBAAH, Hamzah; VANHOOF, Koen | Journal Contribution | A1 |
| 67 | 2017 | Fuzzy Cognitive Maps reasoning with words based on triangular fuzzy numbers | FRIAS DOMINGUEZ, Mabel; Filiberto, Yaima; NAPOLES RUIZ, Gonzalo; García-Socarrás, Yadira; VANHOOF, Koen; Bello, Rafael | Proceedings Paper | C1 |
| 68 | 2017 | Fuzzy Cognitive Maps reasoning with words: an ordinal approach | FRIAS DOMINGUEZ, Mabel; Filiberto, Yaima; NAPOLES RUIZ, Gonzalo; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 69 | 2017 | A model to improve management of banking customers | Estrella-Ramon, Antonia; Sanchez-Perez, Manuel; SWINNEN, Gilbert; VANHOOF, Koen | Journal Contribution | A1 |
| 70 | 2017 | Rough cognitive ensembles | NAPOLES RUIZ, Gonzalo; Falcon, Rafael; PAPAGEORGIOU, Elpiniki; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 71 | 2017 | Weighted aggregation of partial rankings using Ant Colony Optimization | NAPOLES RUIZ, Gonzalo; Falcon, Rafael; DIKOPOULOU, Zoumpolia; PAPAGEORGIOU, Elpiniki; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 72 | 2017 | Fuzzy Cognitive Maps Based Models for Pattern Classification: Advances and Challenges | NAPOLES RUIZ, Gonzalo; Espinosa, Maikel Léon; Grau, Isel; VANHOOF, Koen; Bello, Rafael | Book Section | B2 |
| 73 | 2017 | Retrieving batch organisation of work insights from event logs | MARTIN, Niels; SWENNEN, Marijke; DEPAIRE, Benoit; JANS, Mieke; CARIS, An; VANHOOF, Koen | Journal Contribution | A1 |
| 74 | 2016 | Partitive Granular Cognitive Maps to Graded Multilabel Classification | NAPOLES RUIZ, Gonzalo; Falcon, Rafael; PAPAGEORGIOU, Elpiniki; Bello, Rafael; VANHOOF, Koen | Proceedings Paper | C1 |
| 75 | 2016 | A Granular Intrusion Detection System using Rough Cognitive Networks | NAPOLES RUIZ, Gonzalo; Grau, Isel; Falcon, Rafael; Bello, Rafael; VANHOOF, Koen | Book Section | B2 |
| 76 | 2016 | Learning and Convergence of Fuzzy Cognitive Maps Used in Pattern Recognition | NAPOLES RUIZ, Gonzalo; PAPAGEORGIOU, Elpiniki; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 77 | 2016 | Rough Cognitive Networks | NAPOLES RUIZ, Gonzalo; Grau, Isel; PAPAGEORGIOU, Elpiniki; Bello, Rafael; VANHOOF, Koen | Journal Contribution | A1 |
| 78 | 2016 | Estimating Customer Potential Value using panel data of a Spanish bank | Estrella-Ramon, Antonia; Sanchez-Perez, Manuel; SWINNEN, Gilbert; VANHOOF, Koen | Journal Contribution | A1 |
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