A multi-objective memetic and hybrid methodology for optimizing the parameters and performance of artificial neural networks LM Almeida, TB Ludermir Neurocomputing 73 (7-9), 1438-1450, 2010 | 91 | 2010 |
Hybrid training method for MLP: optimization of architecture and training C Zanchettin, TB Ludermir, LM Almeida IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2011 | 70 | 2011 |
Uma ferramenta para extração de padrões LM Almeida, TPP PADILHA, FL OLIVEIRA, CA PREVIERO Revista Eletrônica de Iniciação Científica 3 (5), 2003 | 19 | 2003 |
An evolutionary approach for tuning artificial neural network parameters LM Almeida, TB Ludermir Hybrid Artificial Intelligence Systems: Third International Workshop, HAIS …, 2008 | 15 | 2008 |
An improved method for automatically searching near-optimal artificial neural networks LM Almeida, T Ludermir 2008 IEEE International Joint Conference on Neural Networks (IEEE World …, 2008 | 13 | 2008 |
Topology optimization for artificial neural networks using differential evolution NL Mineu, TB Ludermir, LM Almeida The 2010 International Joint Conference on Neural Networks (IJCNN), 1-7, 2010 | 12 | 2010 |
Automatically searching near-optimal artificial neural networks. LM Almeida, TB Ludermir ESANN, 549-554, 2007 | 12 | 2007 |
Mining techniques for models of collaborative learning TPP Padilha, LM Almeida, JBM Alves Designing Computational Models of Collaborative Learning Interaction …, 2004 | 10 | 2004 |
An intelligent monitoring system for natural gas odorization C Zanchettin, LM Almeida, FD de Menezes IEEE Sensors Journal 15 (1), 425-433, 2014 | 9 | 2014 |
Computer vision and machine learning for tuna and salmon meat classification EC Medeiros, LM Almeida, JGAT Filho Informatics 8 (4), 70, 2021 | 7 | 2021 |
A Two Stage Clustering Method Combining Self-Organizing Maps and Ant K-Means JR Souza, TB Ludermir, LM Almeida Artificial Neural Networks–ICANN 2009: 19th International Conference …, 2009 | 7 | 2009 |
Tuning artificial neural networks parameters using an evolutionary algorithm LM Almeida, TB Ludermir 2008 Eighth International Conference on Hybrid Intelligent Systems, 927-930, 2008 | 7 | 2008 |
Ensembles with clustering-and-selection model using evolutionary algorithms LM Almeida, PS Galvao 2016 5th Brazilian Conference on Intelligent Systems (BRACIS), 444-449, 2016 | 6 | 2016 |
Neural networks with asymmetric activation function for function approximation GSS Gomes, TB Ludermir, LM Almeida 2009 International Joint Conference on Neural Networks, 980-987, 2009 | 5 | 2009 |
Uma metodologia de busca por redes neurais artificiais quase-ótimas LM Almeida Universidade Federal de Pernambuco, 2007 | 4 | 2007 |
Modelagem do desempenho do aprendizado de grupos de alunos utilizando data mining TPP Padilha, LM Almeida, JB da Mota Alves Brazilian Symposium on Computers in Education (Simpósio Brasileiro de …, 2003 | 4 | 2003 |
Breakthrough of Clinical Candida Cultures Identification Using the Analysis of Volatile Organic Compounds and Artificial Intelligence Methods MCA Castro, LM Almeida, RWM Ferreira, CA Benevides, C Zanchettin, ... IEEE Sensors Journal 22 (13), 12493-12503, 2022 | 3 | 2022 |
Clustering and selection using grouping genetic algorithms for blockmodeling to construct neural network ensembles EJDRE Silva, TB Ludermir, LM Almeida 2013 IEEE 25th International Conference on Tools with Artificial …, 2013 | 3 | 2013 |
Odor recognition systems for natural gas odorization monitoring C Zanchettin, LM Almeida, FD Menezes, TB Ludermir, WM Azevedo The 2012 International Joint Conference on Neural Networks (IJCNN), 1-8, 2012 | 3 | 2012 |
Método AGCRN-CR para busca automática de redes neurais artificiais AP da Silva, TB Ludermir, LM Almeida | 3 | 2011 |