Francisco Erivaldo Fernandes

Aalto University — Finland

Computer Science · Physical Sciences

8h-index684citations17works1.52yr avg
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Research Topics

Advanced Neural Network Applications(5), IoT and Edge/Fog Computing(2), Video Surveillance and Tracking Methods(2), Social Robot Interaction and HRI(2), Flood Risk Assessment and Management(2)

Publications17 total

Simulating Errors in Touchscreen Typing
2025· 3 citedOpen Access
AGENTFORGE: A Flexible Low-Code Platform for Reinforcement Learning Agent Design
2025Open Access
FastAiAlloc: A real-time multi-resources allocation framework proposal based on predictive model and multiple optimization strategies
Future Generation Computer Systems·2023· 1 cited
An evolutionary search algorithm for efficient ResNet-based architectures: a case study on gender recognition
2022 IEEE Congress on Evolutionary Computation (CEC)·2022· 3 cited
An experience report on how remote device access tools helped mobile developers during the COVID-19 pandemic
2022· 1 cited
A river flooding detection system based on deep learning and computer vision
Multimedia Tools and Applications·2022· 19 cited
Memory-Based Pruning of Deep Neural Networks for IoT Devices Applied to Flood Detection
Sensors·2021· 14 citedOpen Access
An experience in the use of SCRUM and KANBAN for project development in a Waterfall environment
2021· 3 cited
Pruning of generative adversarial neural networks for medical imaging diagnostics with evolution strategy
Information Sciences·2021· 33 cited
Pruning Deep Convolutional Neural Networks Architectures with Evolution Strategy
Information Sciences·2020· 95 citedOpen Access
Automatic Searching and Pruning of Deep Neural Networks for Medical Imaging Diagnostic
IEEE Transactions on Neural Networks and Learning Systems·2020· 65 cited
Pruning Deep Neural Networks Architectures with Evolution Strategy
arXiv (Cornell University)·2019· 2 citedOpen Access
Particle swarm optimization of deep neural networks architectures for image classification
Swarm and Evolutionary Computation·2019· 378 cited
Measurement Of Latency On Visual Feedback In an Immersive Telepresence Robotic System
2018· 2 cited
Cognitive orientation assessment for older adults using social robots
2017· 18 cited
Detection of privacy-sensitive situations for social robots in smart homes
2016· 47 cited
Estudo e implementação de redes neurais e algoritmos genéticos para resolução de cinemática inversa de um manipulador robótico com 5 graus de liberdade
2014Open Access

Frequent Co-authors

Gary G. Yen(5), Weihua Sheng(3), Ha Manh(2), Luís Gustavo Nonato(2), Jó Ueyama(2), Lucas Marcondes Pavelski(2), Eberth Felipe Castro da Cruz(2), Antti Oulasvirta(2), Guanci Yang(1), Kiran Muniraju(1), Alex Bishop(1), Caetano Mazzoni Ranieri(1), André R.F. Silva(1), Luiz Alberto Queiroz Cordovil Júnior(1), Paulo Henrique De Oliveira Gomes(1), Layane Menezes Azevedo(1), Eduardo D. Sardinha(1), Danqing Shi(1), Yujun Zhu(1), Shumin Zhai(1)