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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)
Communications in Computer and Information Science(1)
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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 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:scopusQ-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:scopusSales 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:googlescopusStock Markets Risk Analysis Performance by Self Organized Maps AI Techniques: Comparison and Implementation of Three SOM Methods
Conference ObjectAbstract: Despite the exponential increase in the use of AI tools, the financial field has become a target jusPalabras claves:IBEX35, Investment risk, NASDAQ, NYSE, S&P Latin America 40, Self Organized Maps, Stock index, stock marketAutores:Gissela E. Pilliza, Luis Zhinin-Vera, Rafael Valencia-Ramos, Ronny Xavier VelasteguíFuentes:scopusTime 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:googlescopus