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Communications in Computer and Information Science(7)
6th IEEE Ecuador Technical Chapters Meeting, ETCM 2022(2)
IEEE Access(2)
Proceedings - 3rd International Conference on Information Systems and Software Technologies, ICI2ST 2022(2)
2019 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2019(1)
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Ciencias de la computación(8)
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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:googlescopusComparative Study of Image Degradation and Restoration Techniques
Conference ObjectAbstract: This paper implements airy disk smoothing, Poisson noise, Gaussian smoothing, Hanser’s phase term, aPalabras claves:Computer Vision, IMAGE PROCESSING, Image restoration, Inverse filter, Wiener filterAutores:Israel Pineda, Manuel Eugenio Morocho-Cayamcela, Washington PijalFuentes:scopusAnalysis of Essentially Non-oscillatory Numerical Techniques for the Computation of the Level Set Method
Conference ObjectAbstract: In this paper, we analyze the Upwind Differencing and the Essentially Non-Oscillatory (ENO) schemesPalabras claves:Essentially non-oscillatory, Level set method, SimulationAutores:Daniela Arellano, Israel Pineda, Roberth ChachaloFuentes:scopusAnalysis 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:googlescopus