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scopus(9)
Analysis of Procedural Generated Textures for Video Games Using a CycleGAN
Conference ObjectAbstract: The creation of content for video games is a costly and time consuming task if done manually. EspeciPalabras claves:Adversarial learning, CycleGAN, GaN, PCG, Procedural, Textures, video gamesAutores:Andrés Mendez-Vazquez, Rodriguez-Abud J.A.Fuentes:scopusA Novel Framework for Fast Feature Selection Based on Multi-Stage Correlation Measures
ArticleAbstract: Datasets with thousands of features represent a challenge for many of the existing learning methodsPalabras claves:feature selection, Machine learning, python frameworkAutores:Andrés Mendez-Vazquez, Calderon-Mora A., Garcia-Ramirez I.A., Ortega-Cisneros S., Reyes-Amezcua I.Fuentes:scopusDetecting Dependency between Discrete Random Variables and Application
Conference ObjectAbstract: Finding the relationship between two random variables is important because it brings insights to desPalabras claves:Correlation, Dependency, feature selection, Machine learning, random variableAutores:Andrés Mendez-Vazquez, Garcia I., Llamas E.Fuentes:scopusDeep Learning Architecture Reduction for fMRI Data
ArticleAbstract: In recent years, deep learning models have demonstrated an inherently better ability to tackle non-lPalabras claves:cnn, Computer Vision, deep learning, Machine learning, Transfer learningAutores:Alvarez-Gonzalez R., Andrés Mendez-VazquezFuentes:scopusFinding Significant Features for Few-Shot Learning Using Dimensionality Reduction
Conference ObjectAbstract: Few-shot learning is a relatively new technique that specializes in problems where we have little amPalabras claves:Few-shot learning, image classification, Metric learningAutores:Andrés Mendez-Vazquez, Garcia I., Gonzalez-Zapata J., Mendez-Ruiz M., Ochoa-Ruiz G.Fuentes:scopusExplainable Model of Cbkp_redit Risk Assessment Based on Convolutional Neural Networks
Conference ObjectAbstract: Cbkp_redit Risk Assessment estimates the probability of loss due to a borrower’s failure to repay aPalabras claves:Cbkp_redit risk assessment, cnn, DeepInsight, ExplainabilityAutores:Andrés Mendez-Vazquez, Cardenas-Ruiz C., Ramirez-Solis L.M.Fuentes:scopusDynamic neural networks for text classification
Conference ObjectAbstract: This research proposes an approach for text classification that uses a simple neural network calledPalabras claves:component, neural network, Short Text, Text classificationAutores:Andrés Mendez-Vazquez, Vega L.Fuentes:scopusMultimodal tucker decomposition for gated rbm inference
ArticleAbstract: Gated networks are networks that contain gating connections in which the output of at least two neurPalabras claves:Gated restricted Boltzmann machine, Tensors, tucker decomposition, unsupervised learningAutores:Andrés Mendez-Vazquez, Guardado-Medina R.O., Maldonado-Chan M.Fuentes:scopusTime Series Forecasting with Quantum Machine Learning Architectures
Conference ObjectAbstract: Time series forecasting has been a topic of special interest due to its applications in Finance, PhyPalabras claves:Quantum machine learning, Quantum neural networks, Time series forecastingAutores:Andrés Mendez-Vazquez, López-Romero J.M., Rivera-Ruiz M.A.Fuentes:scopus