Rui Manuel Machado Silva PhD Collaborator
BIO
Name: Rui Manuel Machado Silva
Aggregation: PhD Collaborator
Scopus author ID: 57200853240
Orcid ID: 0000-0001-6928-6770
Email: ruisilva.ei@gmail.com
URL: https://www.linkedin.com/in/rui-silva-eng/
Start date: 01-10-2018
Research Tasks
Publications
Boosting the performance of SOTA convolution-based networks with dimensionality reduction: An application on hyperspectral images of wine grape berries
(2023)
Boosting the performance of SOTA convolution-based networks with dimensionality reduction: An application on hyperspectral images of wine grape berries
Intelligent Systems with Applications
19
(200252).
doi: 10.1016/j.iswa.2023.200252.
t-SNE: A study on reducing the dimensionality of hyperspectral data for the regression problem of estimating oenological parameters
(2023)
t-SNE: A study on reducing the dimensionality of hyperspectral data for the regression problem of estimating oenological parameters
Artificial Intelligence in Agriculture
7
:58-68.
ISSN: 25897217.
doi: 10.1016/j.aiia.2023.02.003.
A review of different dimensionality reduction methods for the prediction of sugar content from hyperspectral images of wine grape berries
(2021)
A review of different dimensionality reduction methods for the prediction of sugar content from hyperspectral images of wine grape berries
Applied Soft Computing
113
(107889).
doi: 10.1016/j.asoc.2021.107889.
Using Support Vector Regression and Hyperspectral Imaging for the Prediction of Oenological Parameters on Different Vintages and Varieties of Wine Grape Berries.
(2018)
Using Support Vector Regression and Hyperspectral Imaging for the Prediction of Oenological Parameters on Different Vintages and Varieties of Wine Grape Berries.
Remote Sensing
10
(2).
doi: 10.3390/rs10020312.
(Impact factor, Quartile: 3.406, Q2).