Francisco Erivaldo Fernandes

Particle swarm optimization of deep neural networks architectures for image classification

Francisco Erivaldo Fernandes, Gary G. Yen · Swarm and Evolutionary Computation · 2019 · 378 citations

Artificial Intelligence, Image Classification, Convolutional Neural Network +10

Pruning Deep Convolutional Neural Networks Architectures with Evolution Strategy

Francisco Erivaldo Fernandes, Gary G. Yen · Information Sciences · 2020 · 95 citations · Full text

Evolution Strategy, Engineering, Machine Learning +4

Automatic Searching and Pruning of Deep Neural Networks for Medical Imaging Diagnostic

Francisco Erivaldo Fernandes, Gary G. Yen · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 64 citations

Convolutional Neural Network, Automatic Searching, Engineering +19

Detection of privacy-sensitive situations for social robots in smart homes

Francisco Erivaldo Fernandes, Guanci Yang, Ha Manh et al. · 2016 · 47 citations

Artificial Intelligence, Engineering, Smart City +25

Pruning of generative adversarial neural networks for medical imaging diagnostics with evolution strategy

Francisco Erivaldo Fernandes, Gary G. Yen · Information Sciences · 2021 · 32 citations

Evolution Strategy, Engineering, Machine Learning +11