Marcela S. Novo

Tuning of data augmentation hyperparameters in deep learning to building construction image classification with small datasets

André Luiz Carvalho Ottoni, Raphael M. de Amorim, Marcela S. Novo et al. · International Journal of Machine Learning and Cybernetics · 2022 · 54 citations · Full text

Data Augmentation, Convolutional Neural Network, Machine Vision +9

Three-Dimensional Finite-Volume Analysis of Directional Resistivity Logging Sensors

Marcela S. Novo, L.C. da Silva, Fernando L. Teixeira · IEEE Transactions on Geoscience and Remote Sensing · 2009 · 41 citations

Numerical Analysis, Finite Element Method, Three-dimensional Finite-volume Analysis +14

Finite Volume Modeling of Borehole Electromagnetic Logging in 3-D Anisotropic Formations Using Coupled Scalar-Vector Potentials

Marcela S. Novo, Luiz C. da Silva, Fernando L. Teixeira · IEEE Antennas and Wireless Propagation Letters · 2007 · 30 citations

Numerical Analysis, Applied Geophysics, Borehole Electromagnetic Logging +21

Antenna Radiation Pattern Measurement in a Nonanechoic Chamber

Saulo M. Froes, Pablo Corral, Marcela S. Novo et al. · IEEE Antennas and Wireless Propagation Letters · 2019 · 26 citations

Array Processing, Nonanechoic Chamber, Antenna Testing +11

Automated hyperparameter tuning for crack image classification with deep learning

André Luiz Carvalho Ottoni, A. M. Felippe de Souza, Marcela S. Novo · Soft Computing · 2023 · 21 citations

Image Classification, Hyperparameter Estimation, Image Analysis +10