Neural Network Based Recognition of Smoke Signatures from Lidar Signals. - Armando M. Fernandes; Andrei B. Utkin; Alexander V. Lavrov; Rui M. Vilar (Neural Process. Lett., 2004)

Neural Network Based Recognition of Smoke. - Armando M. Fernandes; Andrei B. Utkin; Alexander V. Lavrov; Rui M. Vilar (Neural Process. Lett., 2004)

Development of neural network committee machines for automatic forest fire detection using lidar. - Armando M. Fernandes; Andrei B. Utkin; Alexander V. Lavrov; Rui M. Vilar (Pattern Recognit., 2004)

Design of committee machines for classification of single-wavelength lidar signals applied to early forest fire detection. - Armando M. Fernandes; Andrei B. Utkin; Alexander V. Lavrov; Rui M. Vilar (Pattern Recognit. Lett., 2005)

Detection of a Large Number of Overlapping Ellipses Immersed in Noise. - Armando M. Fernandes (ISVC (1), 2008)

Identification of Oceanic Eddies in Satellite Images. - Armando M. Fernandes (ISVC (2), 2008)

Determination of sugar content in whole Port Wine grape berries combining hyperspectral imaging with neural networks methodologies. - Véronique M. Gomes; Armando M. Fernandes; Arlete Faia; Pedro Melo-Pinto (CIES, 2014)

Brix, pH and anthocyanin content determination in whole Port wine grape berries by hyperspectral imaging and neural networks. - Armando M. Fernandes; Camilo A. Franco; Ana Mendes-Ferreira; Arlete Mendes-Faia; Pedro Leal da Costa; Pedro Melo-Pinto (Comput. Electron. Agric., 2015)

Comparison of different approaches for the prediction of sugar content in new vintages of whole Port wine grape berries using hyperspectral imaging. - Véronique M. Gomes; Armando M. Fernandes; Arlete Faia; Pedro Melo-Pinto (Comput. Electron. Agric., 2017)

Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks. - Armando M. Fernandes; Andrei B. Utkin; José Eiras-Dias; José C. Silvestre; Jorge Cunha; Pedro Melo-Pinto (Appl. Soft Comput., 2018)

Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks. - Armando M. Fernandes; Márcia Baptista; Luís Fernandes; Paulo Chaves Ferreira (ECAI, 2019)

Grapevine variety identification using "Big Data" collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks. - Armando M. Fernandes; Andrei B. Utkin; José Eiras-Dias; Jorge Cunha; José C. Silvestre; Pedro Melo-Pinto (Comput. Electron. Agric., 2019)

Automatic Early Detection of Wildfire Smoke With Visible Light Cameras Using Deep Learning and Visual Explanation. - Armando M. Fernandes; Andrei B. Utkin; Paulo Chaves Ferreira (IEEE Access, 2022)

Stacking Deep Learning Models for Early Detection of Wildfire Smoke Plumes. - Gonçalo Falcão; Armando M. Fernandes; Nuno C. Garcia; Helena Aidos; Pedro Tomás (EUSIPCO, 2023)

Classification of Fish Species Using Multispectral Data from a Low-Cost Camera and Machine Learning. - Filipe Monteiro; Vasco Bexiga; Paulo Chaves Ferreira; Joaquim Godinho; David Henriques; Pedro Melo-Pinto; Tiago Nunes; Fernando Piedade; Nelson Pimenta; Luis Sustelo; Armando M. Fernandes (Remote. Sens., 2023)