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Osvaldo Gramaxo Freitas

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Journal Articles

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2024
[j3]
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Rui Silva, Osvaldo Gramaxo Freitas, Pedro Melo-Pinto:
Evaluating the generalization ability of deep learning models: An application on sugar content estimation from hyperspectral images of wine grape berries. Expert Syst. Appl. 250: 123891 (2024)
[j2]
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Osvaldo Gramaxo Freitas, Juan Calderón Bustillo, José A. Font, Solange Nunes, António Onofre, Alejandro Torres-Forné:
Comparison of neural network architectures for feature extraction from binary black hole merger waveforms. Mach. Learn. Sci. Technol. 5(1): 15036 (2024)
2023
[j1]
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Rui Silva, Osvaldo Gramaxo Freitas, Pedro Melo-Pinto:
Boosting the performance of SOTA convolution-based networks with dimensionality reduction: An application on hyperspectral images of wine grape berries. Intell. Syst. Appl. 19: 200252 (2023)

Conference and Workshop Papers

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2021
[c1]
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João D. Álvares, José A. Font, Felipe F. Freitas, Osvaldo Gramaxo Freitas, António P. Morais, Solange Nunes, António Onofre, Alejandro Torres-Forné:
Gravitational-wave parameter inference using Deep Learning. CBMI 2021: 1-6

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