publicações selecionadas
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artigo académico
- Evaluating the Generalization Ability of Deep Learning Models: An Application on Sugar Content Estimation from Hyperspectral Images of Wine Grape Berries. Expert Systems with Applications. 2024
- Multimodal Image and Radar Object Detection. Logic Journal of the IGPL. 2024
- Boosting the Performance of SOTA Convolution-Based Networks with Dimensionality Reduction: an Application on Hyperspectral Images of Wine Grape Berries. Intelligent Systems with Applications. 2023
- t-SNE: A Study on Reducing the Dimensionality of Hyperspectral Data for the Regression Problem of Estimating Oenological Parameters. Artificial Intelligence in Agriculture. 2023
- A Review of Different Dimensionality Reduction Methods for the Prediction of Sugar Content from Hyperspectral Images of Wine Grape Berries. Applied Soft Computing. 2021
- Using Support Vector Regression and Hyperspectral Imaging for the Prediction of Oenological Parameters on Different Vintages and Varieties of Wine Grape Berries. Remote Sensing. 2018
- Multiple JSON web tokens for mobile distributed applications. Engineering Letters. 2018
- Adaptive Penalty and Barrier function based on Fuzzy Logic. Expert Systems with Applications. 2015
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artigo de conferência
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artigo de revista
- A Framework for Representing, Building and Reusing Novel State-of-the-Art Three-Dimensional Object Detection Models in Point Clouds Targeting Self-Driving Applications. Bioengineering. 2023
- Customizable FPGA-based hardware accelerator for standard convolution processes empowered with quantization applied to LiDAR data. Bioengineering. 2022
- Real-Time 3D Object Detection and SLAM Fusion in a Low-Cost LiDAR Test Vehicle Setup. Bioengineering. 2021
- Resource-Constrained Onboard Inference of 3D Object Detection and Localisation in Point Clouds Targeting Self-Driving Applications. Bioengineering. 2021
- Point-cloud based 3D object detection and classification methods for self-driving applications: A survey and taxonomy. Food Packaging and Shelf Life. 2021
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capítulo de livro
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documento
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livro