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2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018(1)
2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019(1)
Eastern European Machine Learning Summer School 2021(1)
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Convolutional Neural Network Feature Extraction Using Covariance Tensor Decomposition
ArticleAbstract: This work describes a new method to extract image features using tensor decomposition to model data.Palabras claves:Convolutional neural network, kernel initializer, PCa, TuckerAutores:Cadiz A., Creixell W., DIego Suntaxi, Fonseca R., Oscar V. GuarnizoFuentes:scopusReproduction of Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space?
OtherAbstract:Palabras claves:Autores:Oscar V. GuarnizoFuentes:googleSuccessive Adaptive Linear Neural Modeling for Equidistant Real Roots Finding
Conference ObjectAbstract: The main objective of this work has been to implement a model to find equidistant real roots using aPalabras claves:Polynomial roots, SOM, Supervised learningAutores:Fernando P. Zhapa, Francisco Ortega-Zamorano, Joseph R. Gonzalez, Oscar V. GuarnizoFuentes:scopusThree Dimensional Adaptive Path Planning Simulation Based on Ant Colony Optimization Algorithm
Conference ObjectAbstract: Ant Colony Optimization (ACO) is a metaheuristic widely used to solve different problems. This workPalabras claves:Ant colony optimization, Metaheurístic, PATH PLANNING, Shortest Path, Swarm intelligenceAutores:Israel Pineda, Oscar V. GuarnizoFuentes:googlescopus