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ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence(2)
BioSystems(1)
Communications in Computer and Information Science(1)
Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(1)
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A 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:googlescopusDevelopment of a System to Detect Stress Using Electrocardiographic Signals and Machine Learning Models
Conference ObjectAbstract: Due to the modern lifestyle, environment, and global events of the century, mental health has becomePalabras claves:classification, eCG, ML, StressAutores:Andrés Tirado-Espín, Diego Almeida-Galárraga, Fernando Villalba-Meneses, Paola A. Vásquez-Ucho, Rafael Valencia-Ramos, Valeria Herrera SalazarFuentes: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: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:scopusStock 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:scopus