Camila Martins Saporetti

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Feature Selection

Evolutionary Computing

Convolutional Neural Networks

Differential Evolution

Top Venues

Neural Comput. Appl.

IEEE Geosci. Remote. Sens. Lett.

Earth Sci. Informatics

J. Intell. Manuf.

Publications

Tales H. A. Boratto, Camila Martins Saporetti, Samuel da Costa Alves Basilio, Alexandre A. Cury, Leonardo Goliatt
Data-driven cymbal bronze alloy identification via evolutionary machine learning with automatic feature selection. J. Intell. Manuf. 35 (1) (2024)
Samuel da Costa Alves Basilio, Camila Martins Saporetti, Leonardo Goliatt
An interdependent evolutionary machine learning model applied to global horizontal irradiance modeling. Neural Comput. Appl. 35 (16) (2023)
Rodrigo Oliveira Silva, Camila Martins Saporetti, Zaher Mundher Yaseen, Egberto Pereira, Leonardo Goliatt
An approach for total organic carbon prediction using convolutional neural networks optimized by differential evolution. Neural Comput. Appl. 35 (28) (2023)
Camila Martins Saporetti, Leonardo Goliatt, Egberto Pereira
Neural network boosted with differential evolution for lithology identification based on well logs information. Earth Sci. Informatics 14 (1) (2021)
Camila Martins Saporetti, Leonardo Goliatt da Fonseca, Egberto Pereira
A Lithology Identification Approach Based on Machine Learning With Evolutionary Parameter Tuning. IEEE Geosci. Remote. Sens. Lett. 16 (12) (2019)
Camila Martins Saporetti, Grasiele Regina Duarte, Tales L. Fonseca, Leonardo Goliatt da Fonseca, Egberto Pereira
Extreme Learning Machine combined with a Differential Evolution algorithm for lithology identification. RITA 25 (4) (2018)