Jefferson S. Almeida

Detecting Parkinson’s disease with sustained phonation and speech signals using machine learning techniques

Jefferson S. Almeida, Pedro P. Rebouças Filho, Tiago Carneiro et al. · Pattern Recognition Letters · 2019 · 269 citations · Full text

Computing, Computer Science, Neuroscience +17

EdgeFireSmoke: A Novel Lightweight CNN Model for Real-Time Video Fire–Smoke Detection

Jefferson S. Almeida, Chenxi Huang, Fabrício G. Nogueira et al. · IEEE Transactions on Industrial Informatics · 2022 · 114 citations · Full text

Computing, Computer Science, Forestry +13

Intelligent Incipient Fault Detection in Wind Turbines based on Industrial IoT Environment

Pedro Henrique Feijó de Sousa, Navar Medeiros M. Nascimento, Jefferson S. Almeida et al. · Journal of Artificial Intelligence and Systems · 2019 · 79 citations · Full text

Computing, Computer Science, Electrical Engineering +17

A novel mobile robot localization approach based on topological maps using classification with reject option in omnidirectional images

Leandro B. Marinho, Jefferson S. Almeida, João Wellington M. Souza et al. · Expert Systems with Applications · 2016 · 57 citations

Engineering, Computer Science, Robotics Engineering +16

A new effective and powerful medical image segmentation algorithm based on optimum path snakes

Pedro P. Rebouças Filho, Antônio Carlos da Silva Barros, Jefferson S. Almeida et al. · Applied Soft Computing · 2019 · 46 citations

Computing, Biomedical Engineering, Computer Science +12