David Macêdo

Intrusion Detection for Cyber–Physical Systems Using Generative Adversarial Networks in Fog Environment

Paulo Freitas de Araujo-Filho, Georges Kaddoum, Divanilson R. Campelo et al. · IEEE Internet of Things Journal · 2020 · 149 citations

Engineering, Machine Learning, Fog Computing Security +19

Enhancing batch normalized convolutional networks using displaced rectifier linear units: A systematic comparative study

David Macêdo, Cleber Zanchettin, Adriano L. I. Oliveira et al. · Expert Systems with Applications · 2019 · 43 citations

Convolutional Neural Network, Image Analysis, Machine Learning +12

Multi-human Fall Detection and Localization in Videos

Mouglas Eugênio Nasário Gomes, David Macêdo, Cleber Zanchettin et al. · Computer Vision and Image Understanding · 2022 · 38 citations

Fall Prevention, Motion Detection, Machine Vision +9

Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples

David Macêdo, Tsang Ing Ren, Cleber Zanchettin et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 28 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

AM-MobileNet1D: A Portable Model for Speaker Recognition

João Antônio Chagas Nunes, David Macêdo, Cleber Zanchettin · 2020 · 27 citations · Full text

Portable Model, Convolutional Neural Network, Engineering +18