| 2023 | CIARP | Presumably Correct Undersampling. | Gonzalo Npoles, Isel Grau |
| 2023 | CIARP | Feature Importance for Clustering. | Gonzalo Npoles, Niels Griffioen, Samaneh Khoshrou, iek Gven |
| 2022 | IJCNN | Explanation of Multi-Label Neural Networks with Layer-Wise Relevance Propagation. | Marilyn Bello, Gonzalo Npoles, Koen Vanhoof, Mara M. Garca, Rafael Bello |
| 2021 | CIARP | Bias Quantification for Protected Features in Pattern Classification Problems. | Lisa Koutsoviti Koumeri, Gonzalo Npoles |
| 2021 | IJCNN | Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks. | Mabel Frias Dominguez, Gonzalo Npoles, Koen Vanhoof, Yaima Filiberto, Rafael Bello |
| 2020 | IJCNN | Fast k-Fuzzy-Rough Cognitive Networks. | Gonzalo Npoles, Wouter Goossens, Quinten Moesen, Carlos Mosquera |
| 2020 | SGAI | Symbolic Explanation Module for Fuzzy Cognitive Map-Based Reasoning Models. | Fabian Hoitsma, Andreas Knoben, Maikel Len Espinosa, Gonzalo Npoles |
| 2019 | CIARP | Prototypes Generation from Multi-label Datasets Based on Granular Computing. | Marilyn Bello, Gonzalo Npoles, Koen Vanhoof, Rafael Bello |
| 2019 | ICMLA | Fuzzy-Rough Cognitive Networks: Building Blocks and Their Contribution to Performance. | Marnick Vanloffelt, Gonzalo Npoles, Koen Vanhoof |
| 2019 | IJCNN | Synaptic Learning of Long-Term Cognitive Networks with Inputs. | Richar Sosa, Alejandro Alfonso, Gonzalo Npoles, Rafael Bello, Koen Vanhoof, Ann Now |
| 2017 | ICTAI | Fuzzy Cognitive Maps Tool for Scenario Analysis and Pattern Classification. | Gonzalo Npoles, Maikel Len, Isel Grau, Koen Vanhoof |
| 2015 | IWANN | Aggregation of Partial Rankings - An Approach Based on the Kemeny Ranking Problem. | Gonzalo Npoles, Zoumpoulia Dikopoulou, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof |
| 2013 | CIARP | Predicting HIV-1 Protease and Reverse Transcriptase Drug Resistance Using Fuzzy Cognitive Maps. | Isel Grau, Gonzalo Npoles, Mara M. Garca |
| 2013 | CIARP | Learning Stability Features on Sigmoid Fuzzy Cognitive Maps through a Swarm Intelligence Approach. | Gonzalo Npoles, Rafael Bello, Koen Vanhoof |
| 2013 | ISDA | Self-adaptive differential particle swarm using a ring topology for multimodal optimization. | Gonzalo Npoles, Isel Grau, Rafael Bello, Rafael Falcon, Ajith Abraham |
| 2011 | IWINAC | A Fuzzy Cognitive Maps Modeling, Learning and Simulation Framework for Studying Complex System. | Maikel Len, Gonzalo Npoles, Ciro Rodriguez, Mara M. Garca, Rafael Bello, Koen Vanhoof |