| Ranking and selecting clustering algorithms using a meta-learning approach MCP De Souto, RBC Prudencio, RGF Soares, DSA De Araujo, IG Costa, ... 2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008 | 114 | 2008 |
| Using accuracy and diversity to select classifiers to build ensembles RGF Soares, A Santana, AMP Canuto, MCP de Souto The 2006 IEEE International Joint Conference on Neural Network Proceedings …, 2006 | 105 | 2006 |
| Comparative study on normalization procedures for cluster analysis of gene expression datasets MCP De Souto, DSA De Araujo, IG Costa, RGF Soares, TB Ludermir, ... 2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008 | 67 | 2008 |
| Semisupervised classification with cluster regularization RGF Soares, H Chen, X Yao IEEE transactions on neural networks and learning systems 23 (11), 1779-1792, 2012 | 58 | 2012 |
| A dynamic classifier selection method to build ensembles using accuracy and diversity A Santana, RGF Soares, AMP Canuto, MCP de Souto 2006 Ninth Brazilian Symposium on Neural Networks (SBRN'06), 36-41, 2006 | 58 | 2006 |
| An analysis of meta-learning techniques for ranking clustering algorithms applied to artificial data RGF Soares, TB Ludermir, FAT De Carvalho Artificial Neural Networks–ICANN 2009: 19th International Conference …, 2009 | 36 | 2009 |
| Empirical comparison of dynamic classifier selection methods based on diversity and accuracy for building ensembles MCP de Souto, RGF Soares, A Santana, AMP Canuto 2008 IEEE international joint conference on neural networks (IEEE world …, 2008 | 34 | 2008 |
| A cluster-based semisupervised ensemble for multiclass classification RGF Soares, H Chen, X Yao IEEE Transactions on Emerging Topics in Computational Intelligence 1 (6 …, 2017 | 32 | 2017 |
| Effort estimation via text classification and autoencoders RGF Soares 2018 International Joint Conference on Neural Networks (IJCNN), 01-08, 2018 | 31 | 2018 |
| A flexible framework for representing personality in agents AMC Campos, EB Santos, AMP Canuto, RG Soares, JC Alchieri Proceedings of the fifth international joint conference on Autonomous agents …, 2006 | 12 | 2006 |
| Efficient cluster-based boosting for semisupervised classification RGF Soares, H Chen, X Yao IEEE Transactions on Neural Networks and Learning Systems 29 (11), 5667-5680, 2018 | 7 | 2018 |
| Simulating working environments through the use of personality-based agents AMP Canuto, AMC Campos, AM Santos, ECM Moura, EB Santos, ... Ibero-American Conference on Artificial Intelligence, 108-117, 2006 | 7 | 2006 |
| OSNN: An online semisupervised neural network for nonstationary data streams RGF Soares, LL Minku IEEE transactions on neural networks and learning systems 34 (9), 6029-6041, 2021 | 6 | 2021 |
| A personality-based model of agents for representing individuals in working organizations AMP Canuto, AMC Campos, JC Alchiere, ECM de Moura, AM Santos, ... IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 65-71, 2005 | 6 | 2005 |
| Uso de meta-aprendizado para a seleção e ordenação de algoritmos de agrupamento aplicados a dados de expressão gênica RGF SOARES Universidade Federal de Pernambuco, 2008 | 5 | 2008 |
| On the performance of pairings of activation and loss functions in neural networks RGF Soares, EJS Pereira 2016 International Joint Conference on Neural Networks (IJCNN), 326-333, 2016 | 2 | 2016 |
| Multiagent exploration task in games through negotiation RGF Soares, AMC Camposii, U PE-Brazil, RN DIMAp SIMPÓSIO BRASILEIRO DE JOGOS E ENTRETENIMENTO DIGITAL 5, 2006 | 2 | 2006 |
| Métodos de machine learning aplicados no cenário da educação a distância brasileira CNC Freitas, RMM Gouveia, RGF Soares INTERNATIONAL SYMPOSIUM ON COMPUTERS IN EDUCATION (SIEE 2020) 22, 2020 | 1 | 2020 |
| Cluster-based semi-supervised ensemble learning RGF Soares University of Birmingham, 2014 | 1 | 2014 |
| UAV-Based Classification of Intercropped Forage Cactus: A Comparison of RGB and Multispectral Sample Spaces Using Machine Learning in an Irrigated Area OB Andrade, AAA Montenegro, MA Silva Neto, LB Sousa, TAB Almeida, ... AgriEngineering 6 (1), 509-525, 2024 | | 2024 |
