Published in arXiv, 2023
Recommended citation: F. Calegario, V. BurĂ©gio, F. E. Fernandes Junior, et al., âExploring the intersection of Generative AI and Software Development,â Dec. 21, 2023, arXiv: arXiv:2312.14262. doi: 10.48550/arXiv.2312.14262.
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Published in Future Generation Computer Systems, 2023
Recommended citation: M. De S. Oliveira, F. E. Fernandes Junior, et al., âFastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies,â Future Generation Computer Systems, vol. 149, pp. 622â636, Dec. 2023, doi: 10.1016/j.future.2023.08.014.
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Published in Multimedia Tools and Applications, 2022
Recommended citation: F. E. Fernandes Jr, L. G. Nonato, and J. Ueyama, âA river flooding detection system based on deep learning and computer vision,â Multimedia Tools and Applications, vol. 81, no. 28, pp. 40231â40251, Nov. 2022, doi: 10.1007/s11042-022-12813-3.
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Published in Information Sciences, 2021
Recommended citation: F. E. Fernandes Junior and G. G. Yen, âPruning of generative adversarial neural networks for medical imaging diagnostics with evolution strategy,â Information Sciences, vol. 558, pp. 91â102, May 2021, doi: 10.1016/j.ins.2020.12.086.
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Published in Information Sciences, 2020
Recommended citation: F. E. Fernandes Junior and G. G. Yen, âPruning Deep Convolutional Neural Networks Architectures with Evolution Strategy,â Information Sciences, vol. 552, pp. 29â47, Apr. 2021, doi: 10.1016/j.ins.2020.11.009.
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Published in Swarm and Evolutionary Computation, 2020
Recommended citation: F. E. Fernandes Junior and G. G. Yen, âParticle swarm optimization of deep neural networks architectures for image classification,â Swarm and Evolutionary Computation, vol. 49, pp. 62â74, Sep. 2019, doi: 10.1016/j.swevo.2019.05.010.
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Published in IEEE Transactions on Neural Networks and Learning Systems, 2020
Recommended citation: F. E. Fernandes Junior and G. G. Yen, âAutomatic Searching and Pruning of Deep Neural Networks for Medical Imaging Diagnostic,â IEEE Trans. Neural Netw. Learning Syst., pp. 1â11, 2020, doi: 10.1109/TNNLS.2020.3027308.
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Published in Sensors, 2018
Recommended citation: G. Yang, J. Yang, W. Sheng, F. E. Fernandes Junior, and S. Li, âConvolutional Neural Network-Based Embarrassing Situation Detection under Camera for Social Robot in Smart Homes,â Sensors, vol. 18, no. 5, p. 1530, May 2018, doi: 10.3390/s18051530.
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Published in CHI 2025: CHI Conference on Human Factors in Computing Systems, 2025
Recommended citation: D. Shi, Y. Zhu, F. E. Fernandes Junior, S. Zhai, and A. Oulasvirta, âSimulating Errors in Touchscreen Typing,â in Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, Yokohama Japan: ACM, Apr. 2025, pp. 1â13. doi: 10.1145/3706598.3713153.
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Published in Proceedings of the 17th International Conference on Agents and Artificial Intelligence (ICAART 2025), 2025
Recommended citation: F. Fernandes Jr. and A. Oulasvirta, âAGENTFORGE: A Flexible Low-Code Platform for Reinforcement Learning Agent Design:,â in Proceedings of the 17th International Conference on Agents and Artificial Intelligence, Porto, Portugal: SCITEPRESS - Science and Technology Publications, 2025, pp. 351â358. doi: 10.5220/0013142900003890.
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Published in 2022 IEEE Congress on Evolutionary Computation (CEC), 2022
Recommended citation: A. R. F. Da Silva, L. M. Pavelski, L. A. Q. Cordovil Junior, P. H. De Oliveira Gomes, L. M. Azevedo, and F. E. Fernandes Jr, âAn evolutionary search algorithm for efficient ResNet-based architectures: a case study on gender recognition,â in 2022 IEEE Congress on Evolutionary Computation (CEC), Padua, Italy: IEEE, Jul. 2022, pp. 1â10. doi: 10.1109/CEC55065.2022.9870434.
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Published in International Conference on Software and System Processes, 2022
Recommended citation: H. M. Rabelo, L. M. Pavelski, E. F. C. Da Cruz, and F. E. Fernandes Jr, âAn experience report on how remote device access tools helped mobile developers during the COVID-19 pandemic,â in Proceedings of the International Conference on Software and System Processes and International Conference on Global Software Engineering, Pittsburgh PA USA: ACM, May 2022, pp. 115â119. doi: 10.1145/3529320.3529334.
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Published in SBQS 21: XX Brazilian Symposium on Software Quality, 2021
Recommended citation: E. F. C. da Cruz, F. E. Fernandes Junior, and E. D. Sardinha, âAn experience in the use of SCRUM and KANBAN for project development in a Waterfall environment,â in XX Brazilian Symposium on Software Quality, Virtual Event Brazil: ACM, Nov. 2021, pp. 1â7. doi: 10.1145/3493244.3493267.
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Published in 2018 13th World Congress on Intelligent Control and Automation (WCICA), 2018
Recommended citation: M. Li, F. E. Fernandes Junior, W. Sheng, H. Bai, Z. Fan, and M. Liu, âMeasurement Of Latency On Visual Feedback In an Immersive Telepresence Robotic System,â in 2018 13th World Congress on Intelligent Control and Automation (WCICA), Changsha, China: IEEE, Jul. 2018, pp. 1757â1762. doi: 10.1109/WCICA.2018.8630495.
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Published in 2017 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2018
Recommended citation: F. E. Fernandes Junior, H. M. Do, K. Muniraju, W. Sheng, and A. J. Bishop, âCognitive orientation assessment for older adults using social robots,â in 2017 IEEE International Conference on Robotics and Biomimetics (ROBIO), Macau: IEEE, Dec. 2017, pp. 196â201. doi: 10.1109/ROBIO.2017.8324417.
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Published in 2016 IEEE International Conference on Automation Science and Engineering (CASE), 2016
Recommended citation: F. E. Fernandes Junior, Guanci Yang, H. M. Do, and W. Sheng, âDetection of privacy-sensitive situations for social robots in smart homes,â in 2016 IEEE International Conference on Automation Science and Engineering (CASE), Fort Worth, TX, USA: IEEE, Aug. 2016, pp. 727â732. doi: 10.1109/COASE.2016.7743474.
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Published in 3a Mostra Nacional de RobĂłtica (MNR 2013), 2013
Recommended citation: F. E. Fernandes Junior and M. K. Madrid, âUTILIZAĂĂO DE REDES NEURAIS ARTIFICIAIS NA RESOLUĂĂO DA CINEMĂTICA INVERSA DE UM MANIPULADOR ROBĂTICO COM 5 GRAUS DE LIBERDADE,â in ANAIS da 3ÂȘ Mostra Nacional de RobĂłtica (MNR 2013), Fortaleza, Brazil, Oct. 2013, pp. 450â454.
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Published in VI Congresso TecnolĂłgico de TI & Telecom (InfoBrasil 2013), 2013
Recommended citation: F. E. Fernandes Junior and M. K. Madrid, âAplicação de Redes Neurais Artificiais e Algoritmos GenĂ©ticos na Resoluçao da CinemĂĄtica Inversa de um Manipulador Robotico com 5 graus de liberdade,â in VI Congresso TecnolĂłgico de TI & Telecom (InfoBrasil 2013), Fortaleza, Brazil, 2013.
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