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ORCIDAndrei B. Utkin
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2020 – today
- 2022
[j7]Armando M. Fernandes
, Andrei B. Utkin, Paulo Chaves Ferreira:
Automatic Early Detection of Wildfire Smoke With Visible Light Cameras Using Deep Learning and Visual Explanation. IEEE Access 10: 12814-12828 (2022)
2010 – 2019
- 2019
- [j6]Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, Jorge Cunha, José C. Silvestre, Pedro Melo-Pinto:
Grapevine variety identification using "Big Data" collected with miniaturized spectrometer combined with support vector machines and convolutional neural networks. Comput. Electron. Agric. 163 (2019) - 2018
- [j5]Armando M. Fernandes, Andrei B. Utkin, José Eiras-Dias, José C. Silvestre, Jorge Cunha, Pedro Melo-Pinto:
Assessment of grapevine variety discrimination using stem hyperspectral data and AdaBoost of random weight neural networks. Appl. Soft Comput. 72: 140-155 (2018)
2000 – 2009
- 2009
- [c1]Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar:
A Simple Neural-network Algorithm for Classification of Lidar Signals Applied to Forest-fire Detection. IJCCI 2009: 569-574 - 2005
- [j4]Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar:
Design of committee machines for classification of single-wavelength lidar signals applied to early forest fire detection. Pattern Recognit. Lett. 26(5): 625-632 (2005) - 2004
- [j3]Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar:
Neural Network Based Recognition of Smoke Signatures from Lidar Signals. Neural Process. Lett. 19(3): 175-189 (2004) - [j2]Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar:
Neural Network Based Recognition of Smoke. Neural Process. Lett. 20(2): 137 (2004) - [j1]Armando M. Fernandes, Andrei B. Utkin, Alexander V. Lavrov, Rui M. Vilar:
Development of neural network committee machines for automatic forest fire detection using lidar. Pattern Recognit. 37(10): 2039-2047 (2004)
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