| Identification and control of dynamical systems using the self-organizing map GA Barreto, AFR Araujo IEEE Transactions on Neural Networks 15 (5), 1244-1259, 2004 | 191 | 2004 |
| Path efficiency of ant foraging trails in an artificial network K Vittori, G Talbot, J Gautrais, V Fourcassié, AFR Araújo, G Theraulaz Journal of Theoretical Biology 239 (4), 507-515, 2006 | 103 | 2006 |
| A taxonomy for spatiotemporal connectionist networks revisited: The unsupervised case GA Barreto, AFR Araújo, SC Kremer Neural Computation 15 (6), 1255-1320, 2003 | 82 | 2003 |
| Self-organizing feature maps for modeling and control of robotic manipulators G De A. Barreto, AFR Araújo, HJ Ritter Journal of Intelligent and Robotic Systems 36, 407-450, 2003 | 77 | 2003 |
| Adaptive genetic algorithms for dynamic channel assignment in mobile cellular communication systems MAC Lima, AFR Araujo, AC Cesar IEEE Transactions on Vehicular technology 56 (5), 2685-2696, 2007 | 65 | 2007 |
| Generalized immigration schemes for dynamic evolutionary multiobjective optimization CRB Azevedo, AFR Araújo 2011 IEEE Congress of Evolutionary Computation (CEC), 2033-2040, 2011 | 64 | 2011 |
| Local adaptive receptive field self-organizing map for image color segmentation ARF Araújo, DC Costa Image and Vision Computing 27 (9), 1229-1239, 2009 | 63 | 2009 |
| Growing self-reconstruction maps RLME Rego, AFR Araújo, FB de Lima Neto IEEE transactions on neural networks 21 (2), 211-223, 2009 | 51 | 2009 |
| Growing self-organizing maps for surface reconstruction from unstructured point clouds RLME do Rego, AFR Araujo, FB de Lima Neto 2007 International Joint Conference on Neural Networks, 1900-1905, 2007 | 49 | 2007 |
| A decomposition-based many-objective evolutionary algorithm updating weights when required LRC De Farias, AFR Araújo Swarm and Evolutionary Computation 68, 100980, 2022 | 47 | 2022 |
| Optical network optimization with transmission impairments based on genetic algorithm MAC Lima, AC César, AFR Araújo Proceedings of the 2003 SBMO/IEEE MTT-S International Microwave and …, 2003 | 43 | 2003 |
| Dimension selective self-organizing maps with time-varying structure for subspace and projected clustering HF Bassani, AFR Araujo IEEE transactions on neural networks and learning systems 26 (3), 458-471, 2014 | 39 | 2014 |
| Context in temporal sequence processing: A self-organizing approach and its application to robotics AFR Araujo, GA Barreto IEEE Transactions on Neural Networks 13 (1), 45-57, 2002 | 38 | 2002 |
| Self-organizing maps with a time-varying structure AFR Araujo, RLME Rego ACM Computing Surveys (CSUR) 46 (1), 1-38, 2013 | 37 | 2013 |
| MOEA/D with uniformly randomly adaptive weights LRC de Farias, PHM Braga, HF Bassani, AFR Araújo Proceedings of the genetic and evolutionary computation conference, 641-648, 2018 | 33 | 2018 |
| A topological reinforcement learning agent for navigation APS Braga, AFR Araújo Neural Computing & Applications 12, 220-236, 2003 | 31 | 2003 |
| A self-organizing NARX network and its application to prediction of chaotic time series GA Barreto, AFR Araujo IJCNN'01. International Joint Conference on Neural Networks. Proceedings …, 2001 | 29 | 2001 |
| Dynamic topology and relevance learning SOM-based algorithm for image clustering tasks HR Medeiros, FDB de Oliveira, HF Bassani, AFR Araujo Computer Vision and Image Understanding 179, 19-30, 2019 | 26 | 2019 |
| Dynamic channel assignment in mobile communications based on genetic algorithms MAC Lima, AFP Araujo, AC César The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio …, 2002 | 26 | 2002 |
| IM-MOEA/D: an inverse modeling multi-objective evolutionary algorithm based on decomposition LRC Farias, AFR Araújo 2021 ieee international conference on systems, man, and cybernetics (SMC …, 2021 | 25 | 2021 |
