Rui Silva

t-SNE: A study on reducing the dimensionality of hyperspectral data for the regression problem of estimating oenological parameters

Rui Silva, Pedro Melo‐Pinto · Artificial Intelligence in Agriculture · 2023 · 43 citations · Full text

Computing, Computer Science, Precision Agriculture +17

Using Support Vector Regression and Hyperspectral Imaging for the Prediction of Oenological Parameters on Different Vintages and Varieties of Wine Grape Berries

Rui Silva, Véronique Gomes, Arlete Mendes‐Faia et al. · Remote Sensing · 2018 · 35 citations · Full text

Agriculture, Food Science, Plant Sciences +17

Evaluating the generalization ability of deep learning models: An application on sugar content estimation from hyperspectral images of wine grape berries

Rui Silva, O. Freitas, Pedro Melo‐Pinto · Expert Systems with Applications · 2024 · 17 citations · Full text

Agriculture, Computer Science, Viticulture +17

Early detection of downy mildew in vineyards using deep neural networks for semantic segmentation

Inés Hernández, Rui Silva, Pedro Melo‐Pinto et al. · Biosystems Engineering · 2025 · 10 citations · Full text

Agriculture, Computer Science, Crop Sciences +17