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Marcela S. Novo

Observed names: M Novo, M. Novo, M. S. Novo, M.S. Novo, Marcela Novo, Marcela S. Novo-UFBA, Marcela Silva Novo
Observed institutions: Universidade Federal da Bahia, Universidade Federal do Recôncavo da Bahia, Pontifícia Universidade Católica do Rio de Janeiro, Instituto Nacional de Metrologia, Qualidade e Tecnologia, Hospital Ana Nery, Hospital Ana Nery, The Ohio State University
ORCID: 0000-0003-2742-3145
Observed ORCID: 0000-0003-2742-3145
OpenAlex ID: A5066925366
Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets
2022 · André Luiz C. Ottoni, Raphael M. de Amorim, et al. · International Journal of Machine Learning and Cybernetics · 71
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Three-Dimensional Finite-Volume Analysis of Directional Resistivity Logging Sensors
2009 · M.S. Novo, L.C. da Silva, et al. · IEEE Transactions on Geoscience and Remote Sensing · 43
Antenna Radiation Pattern Measurement in a Nonanechoic Chamber
2019 · Saulo M. Froes, Pablo Corral, et al. · IEEE Antennas and Wireless Propagation Letters · 33
Finite Volume Modeling of Borehole Electromagnetic Logging in 3-D Anisotropic Formations Using Coupled Scalar-Vector Potentials
2007 · Marcela S. Novo, Luiz C. da Silva, et al. · IEEE Antennas and Wireless Propagation Letters · 33
Automated hyperparameter tuning for crack image classification with deep learning
2023 · André Luiz Carvalho Ottoni, Artur Moura Souza, et al. · Soft Computing · 29
Deep Learning for vision systems in Construction 4.0: a systematic review
2022 · André L. C. Ottoni, Marcela S. Novo, et al. · Signal Image and Video Processing · 20
Hyperparameter tuning of convolutional neural networks for building construction image classification
2022 · André Luiz Carvalho Ottoni, Marcela Silva Novo, et al. · The Visual Computer · 16
A Deep Learning Approach to Vegetation Images Recognition in Buildings: a Hyperparameter Tuning Case Study
2021 · André Luiz Carvalho Ottoni, Marcela Silva Novo · IEEE Latin America Transactions · 15
A Perturbation-Based Method to Model Electromagnetic Logging Sensors in Eccentric Boreholes via Conformal Transformation Optics
2018 · G.S. Rosa, J.R. Bergmann, et al. · European Conference on Antennas and Propagation · 11
A Comparative Analysis of Krylov Solvers for Three-Dimensional Simulations of Borehole Sensors
2010 · Marcela S. Novo, Luiz C. da Silva, et al. · IEEE Geoscience and Remote Sensing Letters · 10
Comparison of Coupled-Potentials and Field-Based Finite-Volume Techniques for Modeling of Borehole EM Tools
2008 · M.S. Novo, L.C. da Silva, et al. · IEEE Geoscience and Remote Sensing Letters · 9
A Statistical Approach to Hyperparameter Tuning of Deep Learning for Construction Machine Classification
2023 · André Luiz C. Ottoni, Marcela S. Novo, et al. · Arabian Journal for Science and Engineering · 8
A simple test for measuring the shielding effectiveness of coaxial cables and connectors
2017 · Kenedy Marconi G. Santos, Marcela Silva Novo, et al. · International Journal of Applied Electromagnetics and Mechanics · 8
Evaluation of Surface Transfer Impedance of Coaxial Cables
2020 · K. Santos, C. de Andrade, et al. · IEEE Latin America Transactions · 7
Shielding Effectiveness Measurements of Coaxial Cable and Connectors Using Compact Open Area Test Site
2017 · Kenedy Marconi G. Santos, Marcela Silva Novo, et al. · Journal of Microwaves Optoelectronics and Electromagnetic Applications · 6
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Electric Field Radiated by the RG-58 Coaxial Cable and Connectors Versus Cellflex Coaxial Cable and Connectors with Total Shielding
2019 · Kenedy Marconi G. Santos-IFBA, Marcela S. Novo-UFBA, et al. · SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) · 4
Detecção de guarda-corpo e rodapés em canteiro de obras utilizando drones e visão computacional
2025 · Hugo Sefrian Peinado, Carolina Andrade de Oliveira, et al. · Ambiente Construído · 3
Data augmentation approach in detecting roof pathologies with UASs images
2022 · L Staffa, J Nogueira, et al. · IOP Conference Series Earth and Environmental Science · 3
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Analysis of the cylindrical PML ABC for 2-D finite volume simulations in the frequency domain
2011 · Luisa F. Ribeiro, Marcela S. Novo · SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) · 3
Measurement of Shielding Effectiveness in Coaxial Cables and Connectors With Various Dielectrics Using an Electric Field Probe
2025 · Kenedy Marconi G. Santos, Marcelo B. Perotoni, et al. · IEEE Transactions on Dielectrics and Electrical Insulation · 2
Application of CFS-PML to Finite Volume Analysis of EM Well-logging Tools in Multilayered Geophysical Formations
2006 · M.S. Novo, L.C. da Silva, et al. · Digest of the Fifth Biennial IEEE Conference on Electromagnetic Field Computation · 2
Predição de Qualidade de Serviço em Redes V2X Utilizando Técnicas de Aprendizado de Máquina
2024 · Luis A. Correia Filho, André L. C. Ottoni, et al. · Anais de XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais · 1
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A Python Script to Generate a 3D Model of a Coaxial Cable
2022 · Daniel J. C. Pereira, Kenedy Marconi G. Santos, et al. · Smart innovation, systems and technologies · 1
Feature Selective Validation Analysis applied to The Measurement of Electronic Circuit Electromagnetic Conducted Emissions - CISPR 25
2019 · Marcelo B.Perotoni, Tagleorge M. Silveira, et al. · SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference (IMOC) · 1
Effects of printed circuit board on the performance of tag antennas for passive RFID
2017 · L. F. T. G. Amarai, M. S. Novo · Photonics & Electromagnetics Research Symposium - Spring (PIERS-Spring) · 1
Works count: 43
Citation count: 343
H-index: 10
I10-index: 10
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