selected publications
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academic article in scopus
- Spiking Neural Networks applied to the classification of motor tasks in EEG signals. Neural Networks. 122:130-143. 2020
- Modeling, Simulation and Optimization of Power Plant Energy Sustainability for IoT Enabled Smart Cities Empowered with Deep Extreme Learning Machine. IEEE Access. 8:39982-39997. 2020
- Dendrite morphological neural networks for motor task recognition from electroencephalographic signals. Biomedical Signal Processing and Control. 44:12-24. 2018
- Improving pattern classification of DNA microarray data by using PCA and Logistic Regression. Intelligent Data Analysis. 20:S53-S67. 2016
- Emotions and the Urban Lighting Environment: A Cross-Cultural Comparison. SAGE Open. 6. 2016
- Retinal vessel extraction using Lattice Neural Networks with dendritic processing. Computers in Biology and Medicine. 58:20-30. 2015
- Automatic reading of electro-mechanical utility meters 2013
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chapter in scopus
- Comparing Machine Learning Based Segmentation Models on Jet Fire Radiation Zones. Lecture Notes in Computer Science. 161-172. 2021
- Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification. Lecture Notes in Computer Science. 80-88. 2019
- Motor Imagery Task Classification in EEG Signals with Spiking Neural Network. Lecture Notes in Computer Science. 14-24. 2019
- Using Morphological-Linear Neural Network for Upper Limb Movement Intention Recognition from EEG Signals. Lecture Notes in Computer Science. 389-397. 2019
- Automatic construction of radial-basis function networks through an adaptive partition algorithm. Lecture Notes in Computer Science. 198-207. 2016
- Classification of hand movements from non-invasive brain signals using lattice neural networks with dendritic processing. Lecture Notes in Computer Science. 23-32. 2015
- Modified binary inertial particle swarm optimization for gene selection in DNA microarray data. Lecture Notes in Computer Science. 271-281. 2015
- Pattern analysis in DNA microarray data through PCA-based gene selection. Lecture Notes in Computer Science. 532-539. 2014
- Blood vessel segmentation in retinal images using lattice neural networks. Lecture Notes in Computer Science. 532-544. 2013