Armando Manuel Garcia da Silva Fernandes
AuthID: R-000-2HW
1
TITLE: Enhanced Automatic Wildfire Detection System Using Big Data and EfficientNets
AUTHORS: Fernandes, Armando; Utkin, Andrei; Chaves, Paulo;
PUBLISHED: 2024, SOURCE: FIRE-SWITZERLAND, VOLUME: 7, ISSUE: 8
AUTHORS: Fernandes, Armando; Utkin, Andrei; Chaves, Paulo;
PUBLISHED: 2024, SOURCE: FIRE-SWITZERLAND, VOLUME: 7, ISSUE: 8
2
TITLE: Automatic early detection of wildfire smoke with visible-light cameras and EfficientDet
AUTHORS: Fernandes, Armando M.; Utkin, Andrei B.; Chaves, Paulo;
PUBLISHED: 2023, SOURCE: JOURNAL OF FIRE SCIENCES, VOLUME: 41, ISSUE: 4
AUTHORS: Fernandes, Armando M.; Utkin, Andrei B.; Chaves, Paulo;
PUBLISHED: 2023, SOURCE: JOURNAL OF FIRE SCIENCES, VOLUME: 41, ISSUE: 4
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TITLE: Classification of Fish Species Using Multispectral Data from a Low-Cost Camera and Machine Learning Full Text
AUTHORS: Monteiro, Filipe; Bexiga, Vasco; Chaves, Paulo; Godinho, Joaquim; Henriques, David; Melo Pinto, Pedro; Nunes, Tiago; Piedade, Fernando; Pimenta, Nelson; Sustelo, Luis; Fernandes, Armando M.;
PUBLISHED: 2023, SOURCE: REMOTE SENSING, VOLUME: 15, ISSUE: 16
AUTHORS: Monteiro, Filipe; Bexiga, Vasco; Chaves, Paulo; Godinho, Joaquim; Henriques, David; Melo Pinto, Pedro; Nunes, Tiago; Piedade, Fernando; Pimenta, Nelson; Sustelo, Luis; Fernandes, Armando M.;
PUBLISHED: 2023, SOURCE: REMOTE SENSING, VOLUME: 15, ISSUE: 16
4
TITLE: Automatic Early Detection of Wildfire Smoke With Visible Light Cameras Using Deep Learning and Visual Explanation
AUTHORS: Fernandes, AM; Utkin, AB; Chaves, P;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
AUTHORS: Fernandes, AM; Utkin, AB; Chaves, P;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
5
TITLE: Analysis of EDM Performance, through a Thermal-Electrical Model with a Trunk-Conical Discharge Channel, Using a Steel Tool and an Aluminium Workpiece Full Text
AUTHORS: Almacinha, JAS ; Fernandes, AMG; Maciel, DA; Seca, RJM; Marafona, JDR ;
PUBLISHED: 2021, SOURCE: MATERIALS, VOLUME: 14, ISSUE: 11
AUTHORS: Almacinha, JAS ; Fernandes, AMG; Maciel, DA; Seca, RJM; Marafona, JDR ;
PUBLISHED: 2021, SOURCE: MATERIALS, VOLUME: 14, ISSUE: 11
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TITLE: Grapevine variety identification using "Big Data" collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks Full Text
AUTHORS: Fernandes, AM; Utkin, AB; Eiras Dias, J; Cunha, J; Silvestre, J; Melo Pinto, P;
PUBLISHED: 2019, SOURCE: COMPUTERS AND ELECTRONICS IN AGRICULTURE, VOLUME: 163
AUTHORS: Fernandes, AM; Utkin, AB; Eiras Dias, J; Cunha, J; Silvestre, J; Melo Pinto, P;
PUBLISHED: 2019, SOURCE: COMPUTERS AND ELECTRONICS IN AGRICULTURE, VOLUME: 163
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TITLE: Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks
AUTHORS: Fernandes, A; Baptista, M; Fernandes, L; Chaves, P;
PUBLISHED: 2019, SOURCE: 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) in PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE (ECAI-2019)
AUTHORS: Fernandes, A; Baptista, M; Fernandes, L; Chaves, P;
PUBLISHED: 2019, SOURCE: 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) in PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMPUTERS AND ARTIFICIAL INTELLIGENCE (ECAI-2019)
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TITLE: Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks Full Text
AUTHORS: Fernandes, A; Utkin, A; Eiras Dias, J; Silvestre, J; Cunha, J; Melo Pinto, P;
PUBLISHED: 2018, SOURCE: APPLIED SOFT COMPUTING, VOLUME: 72
AUTHORS: Fernandes, A; Utkin, A; Eiras Dias, J; Silvestre, J; Cunha, J; Melo Pinto, P;
PUBLISHED: 2018, SOURCE: APPLIED SOFT COMPUTING, VOLUME: 72
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TITLE: A review of the application to emergent subfields in viticulture of local reflectance and interactance spectroscopy combined with soft computing and multivariate analysis
AUTHORS: Armando Fernandes; Véronique Gomes; Pedro Melo Pinto;
PUBLISHED: 2018, SOURCE: Studies in Fuzziness and Soft Computing, VOLUME: 358
AUTHORS: Armando Fernandes; Véronique Gomes; Pedro Melo Pinto;
PUBLISHED: 2018, SOURCE: Studies in Fuzziness and Soft Computing, VOLUME: 358
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TITLE: Characterization of neural network generalization in the determination of pH and anthocyanin content of wine grape in new vintages and varieties Full Text
AUTHORS: Veronique Gomes; Armando Fernandes; Paula Martins Lopes; Leonor Pereira; Arlete Mendes Faia; Pedro Melo Pinto ;
PUBLISHED: 2017, SOURCE: FOOD CHEMISTRY, VOLUME: 218
AUTHORS: Veronique Gomes; Armando Fernandes; Paula Martins Lopes; Leonor Pereira; Arlete Mendes Faia; Pedro Melo Pinto ;
PUBLISHED: 2017, SOURCE: FOOD CHEMISTRY, VOLUME: 218
