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Advances in Intelligent Systems and Computing(4)
Communications in Computer and Information Science(3)
ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence(2)
BioSystems(1)
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Ciencias de la computación(6)
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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 Machine Learning Approach for Blood Glucose Level Pbkp_rediction Using a LSTM Network
Conference ObjectAbstract: Diabetes is a chronic disease characterized by the elevation of glucose in blood resulting in multipPalabras claves:Blood glucose level pbkp_rediction, Linear interpolation, long short-Term memory, Machine learning, TIME SERIESAutores:Belén Maldonado-Cuascota, Diana León Domínguez, Fernando A. Gonzales-Zubiate, Gabriela Pineda-Molina, Hidalgo-Parra A.A., Luis Zhinin-Vera, Nayeli Y. Gómez-Castillo, Pedro E. Cajilima-CardenazFuentes:scopusA 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:googlescopusA protein folding robot driven by a self-taught agent
ArticleAbstract: This paper presents a computer simulation of a virtual robot that behaves as a peptide chain of thePalabras claves:CORONAVIRUS, Protein folding, reinforcement learning, Self-taught agentsAutores:Antonio Díaz-Barrios, Fernando A. Gonzales-Zubiate, Israel Pineda, Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-RamosFuentes: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:scopusSelf-taught Neural Agents in Clever Game Playing
Conference ObjectAbstract: In the Tic-Tac-Toe game community, brilliant children and some adults discover, through playing expePalabras claves:Neural agents, reinforcement learning, Self-taught networksAutores:Francisco Quinga-Socasi, Luis Zhinin-Vera, Oscar ChangFuentes:googlescopusQ-Cbkp_redit Card Fraud Detector for Imbalanced Classification using Reinforcement Learning
Conference ObjectAbstract: Every year, billions of dollars are lost due to cbkp_redit card fraud, causing huge losses for usersPalabras 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:scopusQ-Learning in a Multidimensional Maze Environment
Conference ObjectAbstract: Experiments with rodents in mazes demonstrate that, in addition to visual cues, spatial localizationPalabras claves:Agent, Maze solving, Multi-dimensional environment, Q-LearningAutores:Arianna Armijos, Luis Zhinin-Vera, Oscar Chang, Stadyn Román Niemes, Washington PijalFuentes: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 Pbkp_rediction by Using Convolutional Neural Networks
Conference ObjectAbstract: All companies need an effective method to pbkp_redict future sales, and several classic statisticalPalabras claves:artificial neural networks, convolutional neural networks, deep learning, Sales forecastAutores:Gissela E. Pilliza, Luis Zhinin-Vera, Oscar Chang, Ronny Xavier VelasteguíFuentes:googlescopus