| Multiple ensemble neural network models with fuzzy response aggregation for predicting COVID-19 time series: the case of Mexico P Melin, JC Monica, D Sanchez, O Castillo Healthcare 8 (2), 181, 2020 | 190 | 2020 |
| Analysis of spatial spread relationships of coronavirus (COVID-19) pandemic in the world using self organizing maps P Melin, JC Monica, D Sanchez, O Castillo Chaos, Solitons & Fractals 138, 109917, 2020 | 167 | 2020 |
| Optimization of modular granular neural networks using a firefly algorithm for human recognition D Sánchez, P Melin, O Castillo Engineering Applications of Artificial Intelligence 64, 172-186, 2017 | 161 | 2017 |
| Genetic optimization of modular neural networks with fuzzy response integration for human recognition P Melin, D Sánchez, O Castillo Information Sciences 197, 1-19, 2012 | 129 | 2012 |
| A grey wolf optimizer for modular granular neural networks for human recognition D Sánchez, P Melin, O Castillo Computational intelligence and neuroscience 2017 (1), 4180510, 2017 | 125 | 2017 |
| Multi-objective optimization for modular granular neural networks applied to pattern recognition P Melin, D Sánchez Information Sciences 460, 594-610, 2018 | 116 | 2018 |
| Optimization of modular granular neural networks using hierarchical genetic algorithms for human recognition using the ear biometric measure D Sánchez, P Melin Engineering Applications of Artificial Intelligence 27, 41-56, 2014 | 112 | 2014 |
| Optimization of modular granular neural networks using a hierarchical genetic algorithm based on the database complexity applied to human recognition D Sánchez, P Melin, O Castillo Information Sciences 309, 73-101, 2015 | 72 | 2015 |
| Comparison of particle swarm optimization variants with fuzzy dynamic parameter adaptation for modular granular neural networks for human recognition D Sánchez, P Melin, O Castillo Journal of Intelligent & Fuzzy Systems 38 (3), 3229-3252, 2020 | 69 | 2020 |
| Optimization using the firefly algorithm of ensemble neural networks with type-2 fuzzy integration for COVID-19 time series prediction P Melin, D Sánchez, JC Monica, O Castillo Soft Computing 27 (6), 3245, 2023 | 51 | 2023 |
| Modular neural network with fuzzy integration and its optimization using genetic algorithms for human recognition based on iris, ear and voice biometrics D Sánchez, P Melin Soft computing for recognition based on biometrics, 85-102, 2010 | 47 | 2010 |
| Design of type-3 fuzzy systems and ensemble neural networks for COVID-19 time series prediction using a firefly algorithm P Melin, D Sánchez, JR Castro, O Castillo Axioms 11 (8), 410, 2022 | 33 | 2022 |
| Hierarchical genetic algorithms for optimal type-2 fuzzy system design P Melin, D Sanchez, L Cervantes 2011 Annual Meeting of the North American Fuzzy Information Processing …, 2011 | 30 | 2011 |
| Factors associated with SARS-CoV-2 infection in Bogotá, Colombia: results from a large epidemiological surveillance study AR Varela, LJH Florez, G Tamayo-Cabeza, S Contreras-Arrieta, ... The Lancet Regional Health–Americas 2, 2021 | 24 | 2021 |
| Modular granular neural networks optimization with multi-objective hierarchical genetic algorithm for human recognition based on iris biometric D Sánchez, P Melin, O Castillo, F Valdez 2013 IEEE Congress on Evolutionary Computation, 772-778, 2013 | 24 | 2013 |
| Optimization of type-1, interval type-2 and general type-2 fuzzy inference systems using a hierarchical genetic algorithm for modular granular neural networks P Melin, D Sánchez Granular Computing 4, 211-236, 2019 | 21 | 2019 |
| A new prediction approach of the COVID-19 virus pandemic behavior with a hybrid ensemble modular nonlinear autoregressive neural network P Melin, JC Monica, D Sanchez, O Castillo Soft Computing, 1-10, 2020 | 19 | 2020 |
| Modular neural networks for time series prediction using type-1 fuzzy logic integration D Sánchez, P Melin Design of intelligent systems based on fuzzy logic, neural networks and …, 2015 | 17 | 2015 |
| Optimal design of type-2 fuzzy systems for diabetes classification based on genetic algorithms P Melin, D Sánchez International Journal of Hybrid Intelligent Systems 17 (1-2), 15-32, 2021 | 16 | 2021 |
| Modular neural networks optimization with hierarchical genetic algorithms with fuzzy response integration for pattern recognition D Sánchez, P Melin, O Castillo, F Valdez Advances in Computational Intelligence: 11th Mexican International …, 2013 | 14 | 2013 |
Prof. Patricia Melin, Ph.D., D.Sc.Tijuana Institute of TechnologyVerified email at tectijuana.mx
