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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 Prediction 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, Blood glucose level prediction, 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: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: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, S&P Latin America 40, Self Organized Maps, Stock index, stock marketAutores:Gissela E. Pilliza, Luis Zhinin-Vera, Rafael Valencia-Ramos, Ronny Xavier VelasteguíFuentes:scopusDeep Learning for Glaucoma Detection: R-CNN ResNet-50 and Image Segmentation
ArticleAbstract: Glaucoma is a leading cause of irreversible blindness worldwide, affecting millions of people. EarlyPalabras claves:convolutional neural networks, fundus images, glaucomaAutores:Ana J. Andrade-Reyes, Andrés Tirado-Espín, Cadena-Morejón C., Dayanna M. Baque-Arteaga, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Jonathan Cruz-Varela, Lenin Javier Ramirez Cando, Luis Zhinin-Vera, Puchaicela-Lozano M.S.Fuentes:scopusDigital 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:scopusE-Move: Domain Specific Language for People with Movement Disorders
Conference ObjectAbstract: Programmers with movement disorders do not currently have a language that aids them to write code. TPalabras claves:Domain-Specific Language, Movement Disorders, PPCI, textXAutores:Israel Pineda, Luis Zhinin-Vera, Oscar Chang, Rafael Valencia-RamosFuentes:scopusDrone Detection and Antidrone System Using YOLO: An Effective Approach to Airspace
OtherAbstract: The proliferation of drones has raised significant concerns about unauthorized incursions into restrPalabras claves:Airspace security, Drone neutralization, YOLOAutores:Cristhian Iza, Jaime Astudillo, Luis Zhinin-Vera, Roberth ChachaloFuentes:scopus