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Agostinho Freire
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Covid-19 diagnosis by combining RT-PCR and pseudo-convolutional machines to characterize virus sequences
JC Gomes, AI Masood, LHS Silva, JRB da Cruz Ferreira, AA Freire Junior, ...
Scientific Reports 11 (1), 11545, 2021
342021
Estimating recycling return of integrated circuits using computer vision on printed circuit boards
LHS Silva, AAF Júnior, GOA Azevedo, SC Oliveira, BJT Fernandes
Applied Sciences 11 (6), 2808, 2021
272021
Optimizing the molecular diagnosis of Covid-19 by combining RT-PCR and a pseudo-convolutional machine learning approach to characterize virus DNA sequences
JC Gomes, AI Masood, LH de S. Silva, J Ferreira, AAF Júnior, ...
BioRxiv, 2020.06. 02.129775, 2020
72020
Learning from pseudo-labels: Self-training electronic components detector for waste printed circuit boards
AAF Júnior, LHS Silva, BJT Fernandes, GOA Azevedo, SC Oliveira
2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1 …, 2022
62022
Performance Improvement of Path Planning algorithms with Deep Learning Encoder Model
J Ferreira, AAF Júnior, YM Galvão, P Barros, SMM Fernandes, ...
2020 Joint IEEE 10th International Conference on Development and Learning …, 2020
52020
Event-Based Angular Speed Measurement and Movement Monitoring
GOA Azevedo, BJT Fernandes, LHS Silva, A Freire, RP de Araújo, F Cruz
Sensors 22 (20), 7963, 2022
32022
Cnn encoder to reduce the dimensionality of data image for motion planning
J Ferreira, AAF Júnior, YM Galvao, BJT Fernandes, P Barros
arXiv preprint arXiv:2004.05077, 2020
22020
Beyond clean data: Exploring the effects of label noise on object detection performance
A Freire, LHS Silva, JVR de Andrade, GOA Azevedo, BJT Fernandes
Knowledge-Based Systems 304, 112544, 2024
2024
Enhancing Electronic Component Classification with Supervised Contrastive Learning: A Comparative Evaluation
LHS Silva, A Freire, GOA Azevedo, SC Oliveira, BJT Fernandes
2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-5, 2023
2023
Interpretable Diagnosis of Banana Leaf Sigatoka Disease using CNNs and Shapley Values
A Freire, RDL Roque, HDS Leandro, BJT Fernandes
2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2023
2023
Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning
J Ferreira, AAF Júnior, L Castro, YM Galvão, P Barros, BJT Fernandes
arXiv preprint arXiv:2008.07965, 2020
2020
Evaluation of Contrastive Learning for Electronic Component Detection
LHS Silva, A Freire, BJTFGOA Azevedo, SC Oliveira
Binary and Multi-label Defect Classification of Printed Circuit Boards based on Transfer Learning
LHS Silva, AAF Júnior, BJTFGOA Azevedo, SC Oliveira
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Articles 1–13