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Collision Avoidance Simulation Using Voronoi Diagrams in a Centralized System of Holonomic Multi-agents
Conference ObjectAbstract: This work solves the Collision Avoidance problem in a simulation of a centralized system of holonomiPalabras claves:Collision Avoidance, Convex optimization, PATH PLANNING, Quadratic programming, Simulation, Voronoi diagramsAutores:Israel Pineda, Leduin José Cuenca MacasFuentes:googlescopusAnalysis of factors that influence the performance of biometric systems based on EEG signals
ArticleAbstract: Searching for new biometric traits is currently a necessity because traditional ones such as fingerpPalabras claves:Biometrics, Discrete Wavelet Transform, Electroencephalogram, Performance factorsAutores:Dustin Carrión-Ojeda, Israel Pineda, Rigoberto Fonseca-DelgadoFuentes: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:googlescopusConstraining Interseismic Deformation of Northern Ecuador using Interferometry from Sentinel-1 Data
Conference ObjectAbstract: Ecuador is a country with several seismicity sources, including the Nazca-South America megathrust iPalabras claves:ECUADOR, InSAR, Monitoring, SAR processing, SBASAutores:Anna E. Foster, Israel Pineda, Jhon Goyes, Lindsey E.O., Rafael V. AlmeidaFuentes:googlescopusDeep Learning Approaches Based on Transformer Architectures for Image Captioning Tasks
ArticleAbstract: This paper focuses on visual attention, a state-of-the-art approach for image captioning tasks withiPalabras claves:Artificial Intelligence, Computer Vision, Image captioning, Supervised learning, visual attentionAutores:Israel Pineda, Lim W., Manuel Eugenio Morocho-Cayamcela, Roberto Castro IzurietaFuentes:googlescopusCalyx and stem discrimination for apple quality control using hyperspectral imaging
Conference ObjectAbstract: The production of high-quality food products needs an efficient method to detect defects in food, thPalabras claves:defect detection, hyperspectral imaging, Two-band ratioAutores:Alam MD N., Gwun O., Israel PinedaFuentes:googlescopusAn Efficient Deep Q-learning Strategy for Sequential Decision-making in Game-playing
Conference ObjectAbstract: This paper presents a deep reinforcement learning model that efficiently learns a sequential decisioPalabras claves:Artificial Intelligence, deep Q-learning, game-playing, reinforcement learning, sequential decision-makingAutores:Israel Pineda, Kevin Cardenas, Morocho-Cayamcela M.E., Oscar ChangFuentes:googlescopusEvaluation of Evapotranspiration Classification Using Self Organizing Maps and Weather Research and Forecasting Variables
Conference ObjectAbstract: Remotely sensed data and Artificial Intelligence provide an avenue to Standard Evaporation (ETo) claPalabras claves:ETo classification, Evapotranspiration, neural network, Self-Organizing MapsAutores:E. J. Piispa, Israel Pineda, Maria Solis-Aulestia, Williams S.L.Fuentes:googlescopusDistributed Architecture for Large Scale Simulation to Estimate CO Vehicles Emissions
Conference ObjectAbstract: Quito is a crowded city in Ecuador with several urban mobility issues. These problems are mainly relPalabras claves:-Traffic Flow, GeoSpark-Sim, Microscopic SimulationAutores:Israel Pineda, Julio Ricardo Proaño Orellana PhD, Orellana J.P., Rolando ArmasFuentes:googlescopusEBAPy: A Python framework for analyzing the factors that have an influence in the performance of EEG-based applications[Formula presented]
ArticleAbstract: EBAPy is an easy-to-use Python framework intended to help in the development of EEG-based applicatioPalabras claves:Discrete Wavelet Transform, EEG-based applications, Recording timeAutores:Dustin Carrión-Ojeda, Israel Pineda, Paola Martínez-Arias, Rigoberto Fonseca-DelgadoFuentes:googlescopus