Janderson Ferreira

Optimizing the molecular diagnosis of Covid-19 by combining RT-PCR and a pseudo-convolutional machine learning approach to characterize virus DNA sequences

Bruno José Torres Fernandes, W. P. dos Santos, Agostinho A. F. Júnior, 2020, bioRxiv.

Covid-19 diagnosis by combining RT-PCR and pseudo-convolutional machines to characterize virus sequences

Bruno José Torres Fernandes, Agostinho A. F. Júnior, J. Gomes, 2020, Scientific Reports.

Affinity estimation models of proteins for intelligent drug design based on pseudoconvolutions and nonlinear regressors

W. Santos, Janderson Ferreira, Laila Barros Campos, 2022, Research, Society and Development.

Gauss–Seidel Extreme Learning Machines

Wellington Pinheiro dos Santos, Byron L. D. Bezerra, Rafaela Covello de Freitas, 2020, SN Computer Science.

A multimodal approach using deep learning for fall detection

Bruno J. T. Fernandes, Pablo V. A. Barros, Janderson Ferreira, 2020, Expert Syst. Appl..

A Framework for Anomaly Identification Applied on Fall Detection

Bruno J. T. Fernandes, Pablo V. A. Barros, Pablo Barros, 2021, IEEE Access.

Ceramic Cracks Segmentation with Deep Learning

Bruno J. T. Fernandes, Janderson Ferreira, Bruno José Torres Fernandes, 2021, Applied Sciences.

Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning

Pablo V. A. Barros, Bruno José Torres Fernandes, Agostinho A. F. Júnior, 2020, ArXiv.