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Advances in Intelligent Systems and Computing(4)
ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence(2)
International Journal on Advanced Science, Engineering and Information Technology(1)
Journal of Artificial Intelligence and Soft Computing Research(1)
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Ciencias de la computación(4)
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A Deep Learning Approach for Symmetric-Key Cryptography System
Conference ObjectAbstract: Cryptography is the art and science of protecting information form intruders of data by making the iPalabras claves:Autoencoder neural network, Cryptography, Cryptography system, Symmetric encryptionAutores:Francisco Quinga-Socasi, Luis Zhinin-Vera, Oscar ChangFuentes:googlescopusA Novel Deep Neural Network that Uses Space-Time Features for Tracking and Recognizing a Moving Object
ArticleAbstract: This work proposes a deep neural net (DNN) that accomplishes the reliable visual recognition of a chPalabras claves:artificial vision, deep architectures, deep learningAutores:Andrés M. Gordón, Marco Singaña, Oscar Chang, Patricia Nataly Constante PrócelFuentes:googlescopusA Wise Up Visual Robot Driven by a Self-taught Neural Agent
Conference ObjectAbstract: This paper presents a biological inspired robot capable of learning by itself high level Tic-Tac-ToePalabras claves:Clever robots, Neural networks, Self-taught agentsAutores:Luis Zhinin-Vera, Oscar ChangFuentes:googlescopusDigital cryptography implementation using neurocomputational model with autoencoder architecture
Conference ObjectAbstract: An Autoencoder is an artificial neural network used for unsupervised learning and for dimensionalityPalabras claves:Artificial Neural Network, ASCII Characters, Autoencoder, CryptographyAutores:Francisco Ortega-Zamorano, Francisco Quinga Socasi, Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-Ramos, Ronny Xavier VelasteguíFuentes:scopusForecasting the Consumer Price Index (CPI) of Ecuador: A comparative study of predictive models
ArticleAbstract: The Consumer Price Index (CPI) is one of the most important economic indicators for countries' charaPalabras claves:Consumer Price Index (CPI), ECUADOR, forecasting, pbkp_redictive modelsAutores:Diego Hernán Peluffo-Ordóñez, Javier E. Revelo-Fuelagán, Juan Riofrío, Oscar ChangFuentes:googlescopusTime Series Prediction by Using Convolutional Neural Networks
Conference ObjectAbstract: All companies need an effective method to predict future sales, and several classic statistical methPalabras claves:artificial neural networks, convolutional neural networks, deep learning, Sales forecastAutores:Gissela E. Pilliza, Luis Zhinin-Vera, Oscar Chang, Ronny Xavier VelasteguíFuentes:googlescopusSales Forecast by Using Deep Rectifier Network
Conference ObjectAbstract: Sales forecast is a key issue in pharmacy wholesales and has a direct effect in inventory cost, it aPalabras claves:deep learning, ReLU Neurons, Sale forecastAutores:Galo Eduardo Mosquera-Recalde, Luis Zhinin-Vera, Oscar Chang, Zenaida CastilloFuentes:googlescopusQ-Credit Card Fraud Detector for Imbalanced Classification using Reinforcement Learning
Conference ObjectAbstract: Every year, billions of dollars are lost due to credit card fraud, causing huge losses for users andPalabras claves:Agents, Cbkp_redit Card Fraud Detector, deep learningAutores:Francisco Quinga Socasi, Gissela E. Pilliza, Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-Ramos, Ronny Xavier VelasteguíFuentes:scopus