A hybrid prototype selection-based deep learning approach for anomaly detection in industrial machines R de Paula Monteiro, MC Lozada, DRC Mendieta, RVS Loja, ... Expert Systems with Applications 204, 117528, 2022 | 23 | 2022 |
Using a support vector machine based decision stage to improve the fault diagnosis on gearboxes RP Monteiro, M Cerrada, DR Cabrera, RV Sánchez, CJA Bastos-Filho Computational intelligence and neuroscience 2019, 2019 | 21 | 2019 |
Convolutional neural networks using fourier transform spectrogram to classify the severity of gear tooth breakage R Monteiro, C Bastos-Filho, M Cerrada, D Cabrera, RV Sánchez 2018 International conference on sensing, diagnostics, prognostics, and …, 2018 | 15 | 2018 |
Acaulospora longula Spain & NC Schenck: A low-cost bioinsumption to optimize phenolics and saponins production in Passiflora alata Curtis BC Muniz, EL Falcão, R de Paula Monteiro, EL dos Santos, ... Industrial Crops and Products 167, 113498, 2021 | 14 | 2021 |
Improving the performance of the fish school search algorithm RP Monteiro, LFV Verçosa, CJA Bastos-Filho International Journal of Swarm Intelligence Research (IJSIR) 9 (4), 21-46, 2018 | 12 | 2018 |
Guitar tuner and song performance evaluation using a nao robot R Melo, R de Paula Monteiro, JPG de Oliveira, B Jeronimo, ... 2020 Latin American Robotics Symposium (LARS), 2020 Brazilian Symposium on …, 2020 | 5 | 2020 |
Improving adaptive filters for active noise control using particle swarm optimization RP Monteiro, GA Lima, JPG Oliveira, DSC Cunha, CJA Bastos-Filho International Journal of Swarm Intelligence Research (IJSIR) 9 (4), 47-64, 2018 | 4 | 2018 |
Accelerating the convergence of adaptive filters for active noise control using particle swarm optimization RP Monteiro, GA Lima, JPG Oliveira, DSC Cunha, CJA Bastos-Filho 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2017 | 4 | 2017 |
Feature extraction using convolutional neural networks for anomaly detection RP Monteiro, C Bastos-Filho DOI: https://doi. org/10.21528/CBIC2019-7, 1-8, 2020 | 3 | 2020 |
Using the Kullback-Leibler Divergence and Kolmogorov-Smirnov test to select input sizes to the fault diagnosis problem based on a CNN model RP Monteiro, C Bastos-Filho, M Cerrada, DR Cabrera, RV Sánchez Learning and Nonlinear Models 18 (2), 16-26, 2021 | 2 | 2021 |
Detecting defects in sanitary wares using deep learning RP Monteiro, CJA Bastos-Filho 2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2019 | 2 | 2019 |
Adaptive Content Tuning of Social Network Digital Health Interventions Using Control Systems Engineering for Precision Public Health: Cluster Randomized Controlled Trial P Rocha, D Pinheiro, R de Paula Monteiro, E Tubert, E Romero, ... Journal of Medical Internet Research 25, e43132, 2023 | 1 | 2023 |
Preprocessing Selection for Deep Learning Classification of Arrhythmia Using ECG Time-Frequency Representations R Holanda, R Monteiro, C Bastos-Filho Technologies 11 (3), 68, 2023 | 1 | 2023 |
Autoencoder latent space: An empirical study LVN Lapenda, RP Monteiro, CJA Bastos-Filho 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2453-2460, 2020 | 1 | 2020 |
Impact of unusual features in credit scoring problem LF Vercosa, R Lira, R Monteiro, K Silva, J Magalhaes, A Maciel, ... Anais do VIII Symposium on Knowledge Discovery, Mining and Learning, 81-88, 2020 | 1 | 2020 |
Using Kullback-Leibler Divergence to Identify Prominent Sensor Data for Fault Diagnosis RP Monteiro, CJA Bastos-Filho Intelligent Data Engineering and Automated Learning–IDEAL 2020: 21st …, 2020 | 1 | 2020 |
A PSO-SVR Based Resource Allocation Approach for Network Function Virtualization R Roque, R Paula, D Bezerra, I Rodrigues, R Lins, M Tenca, G Almeida 2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2023 | | 2023 |
Forecasting Imminent Failures in Electrical Industrial Centrifuge using Machine Learning LF Moura Filho, R de Paula Monteiro, D Pinheiro, PT Endo, ... 2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2023 | | 2023 |
Regularizing Neural Networks with Noise Injection for Classification of Brain Tumor in Magnetic Resonance Imaging UT de Barros Filho, P Rocha, M Oliveira, AMNC Ribeiro, ... 2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1-6, 2023 | | 2023 |
Reconhecimento de comandos de voz com e sem disartria usando extração de características da fala MFCC e algoritmos de aprendizagem de máquina J Seixas, A Leite, R de Paula, SMM Fernandes Anais do XXIII Simpósio Brasileiro de Computação Aplicada à Saúde, 497-502, 2023 | | 2023 |