Particle Swarm Optimization of Deep Neural Networks Architectures for Image Classification FE Fernandes Junior, GG Yen Swarm and Evolutionary Computation 49, 62-74, 2019 | 361 | 2019 |
Pruning Deep Convolutional Neural Networks Architectures with Evolution Strategy FE Fernandes Jr., G Yen Information Sciences, 2020 | 71 | 2020 |
Detection of privacy-sensitive situations for social robots in smart homes FE Fernandes, G Yang, HM Do, W Sheng 2016 IEEE International Conference on Automation Science and Engineering …, 2016 | 55 | 2016 |
Automatic Searching and Pruning of Deep Neural Networks for Medical Imaging Diagnostic FE Fernandes, GG Yen IEEE Transactions on Neural Networks and Learning Systems, 1-11, 2020 | 53 | 2020 |
Convolutional neural network-based embarrassing situation detection under camera for social robot in smart homes G Yang, J Yang, W Sheng, FEF Junior, S Li Sensors 18 (5), 1530, 2018 | 51 | 2018 |
Pruning of Generative Adversarial Neural Networks for Medical Imaging Diagnostics with Evolution Strategy GGY Francisco Erivaldo Fernandes Junior Information Sciences, 2021 | 31 | 2021 |
Cognitive orientation assessment for older adults using social robots FE Fernandes Junior, HM Do, K Muniraju, W Sheng, AJ Bishop 2017 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2018 | 18* | 2018 |
Memory-Based Pruning of Deep Neural Networks for IoT Devices Applied to Flood Detection FE Fernandes Junior, LG Nonato, CM Ranieri, J Ueyama Sensors 21 (22), 1-18, 2021 | 13 | 2021 |
A river flooding detection system based on deep learning and computer vision FE Fernandes Junior, LG Nonato, J Ueyama Multimedia Tools and Applications, 2022 | 9 | 2022 |
Particle swarm optimization of deep neural networks architectures for image classification. Swarm Evol Comput 49: 62–74 FE Fernandes Junior, GG Yen | 6 | 2019 |
Estudo e implementação de redes neurais e algoritmos genéticos para resolução de cinemática inversa de um manipulador robótico com 5 graus de liberdade FEF Junior [sn], 2014 | 4 | 2014 |
An experience in the use of SCRUM and KANBAN for project development in a Waterfall environment EFC da Cruz, FE Fernandes Junior, ED Sardinha SBQS '21: XX Brazilian Symposium on Software Quality, 1 - 7, 2021 | 3 | 2021 |
Pruning deep neural networks architectures with evolution strategy FEF Junior, GG Yen arXiv preprint arXiv:1912.11527, 25, 2019 | 3 | 2019 |
Measurement of latency on visual feedback in an immersive telepresence robotic system M Li, FEF Junior, W Sheng, H Bai, Z Fan, M Liu 2018 13th World Congress on Intelligent Control and Automation (WCICA), 1757 …, 2018 | 2 | 2018 |
An evolutionary search algorithm for efficient ResNet-based architectures: a case study on gender recognition ARFD Silva, LM Pavelski, LAQC Júnior, PHDO Gomes, LM Azevedo, ... 2022 IEEE Congress on Evolutionary Computation (CEC), 2022 | 1 | 2022 |
An experience report on how remote device access tools helped mobile developers during the COVID-19 pandemic HM Rabelo, LM Pavelski, EFC da Cruz, FE Fernandes Junior International Conference on Software and System Processe, 115-119, 2022 | 1 | 2022 |
FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies MS Oliveira, FEF Junior, L Cerveny, FA Miyazaki, LV Neri, A da Silva, ... Future Generation Computer Systems 149, 622-636, 2023 | | 2023 |
Automatic Design of Deep Neural Network Architectures with Evolutionary Computation FEF Junior Oklahoma State University, 2020 | | 2020 |