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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)
Applied Sciences (Switzerland)(1)
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IEEE Transactions on Wireless Communications(1)
Proceedings - 2019 International Conference on Information Systems and Computer Science, INCISCOS 2019(1)
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Analysis of the Factors that Condition the Implementation of a Backhaul Transport Network in a Wireless ISP in an Unlicensed 5 GHz Band, in the Los Tubos Sector of the Durán Canton
Conference ObjectAbstract: The technical factors are important when establishing a data transport route. This work analyzes andPalabras claves:Backhaul transport network, BROADBAND, Unlicensed-bands, Wireless ISPAutores:Andrés Mendez-Vazquez, Fernando Sanchez, Joe Llerena-IzquierdoFuentes:googlescopusA Semantic Segmentation Framework for Hyperspectral Imagery Based on Tucker Decomposition and 3DCNN Tested with Simulated Noisy Scenarios
ArticleAbstract: The present work, unlike others, does not try to reduce the noise in hyperspectral images to increasPalabras claves:3D convolutional neural network, noisy hyperspectral image, Semantic Segmentation, spectral–spatial feature extraction, Tucker tensor decompositionAutores:Andrés Mendez-Vazquez, Padilla-Zepeda E., Torres-Roman D.Fuentes:scopusA novel distributed energy-efficient self-organized algorithm for wireless ad hoc networks
Conference ObjectAbstract: Wireless ad-hoc networks require a special management because of their hardware and energy limitatioPalabras claves:Emergent behavior, Self-Organization, Sensor Networks, topology control, Virtual backboneAutores:Andrés Mendez-Vazquez, Lopez-Mellado E., Olascuaga-Cabrera J.Fuentes:scopusA plug-and-play Hyperspectral Imaging Sensor using low-cost equipment
ArticleAbstract: Hyperspectral Imaging Sensors (HSI) obtain spectral information from an object, and they are used toPalabras claves:HSI, Hyperspectral application, Hyperspectral Imaging Sensor, Imaging Spectroscopy, Low-cost HSIAutores:Andrés Mendez-Vazquez, Salazar-Vazquez J.Fuentes:scopusFrequency-selective joint Tx/Rx I/Q imbalance estimation using golay complementary sequences
ArticleAbstract: The increasing use of smaller technologies in the manufacture of analog front - ends (AFEs) for commPalabras claves:Golay complementary sequences, I/Q imbalance, OFDMAutores:Andrés Mendez-Vazquez, Núñez-Vega G., Parra-Michel R., Rodríguez-Ávila R.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:scopusOn the Generalization Capabilities of FSL Methods Through Domain Adaptation: A Case Study in Endoscopic Kidney Stone Image Classification
Conference ObjectAbstract: Deep learning has shown great promise in diverse areas of computer vision, such as image classificatPalabras claves:Computer Vision, deep learning, Kidney stonesAutores:Andrés Mendez-Vazquez, Daul C., El-Beze J., Flores-Araiza D., Gonzalez-Mendoza M., Hubert J., Lopez-Tiro F., Mendez-Ruiz M., Ochoa-Ruiz G.Fuentes:scopusKernel Learning by Spectral Representation and Gaussian Mixtures
ArticleAbstract: One of the main tasks in kernel methods is the selection of adequate mappings into higher dimensionPalabras claves:approximating kernel, kernel spectral representation, locally stationary kernel, non-parametric kernel learningAutores:Andrés Mendez-Vazquez, Garcia A., Guardado-Medina R.O., Pena-Llamas L.R.Fuentes:scopusSMV⊥: Simplex of maximal volume based upon the Gram-Schmidt process
Conference ObjectAbstract: In recent years, different algorithms for Hyperspectral Image (HI) analysis have been introduced. ThPalabras claves:Endmember, Gram-Schmidt, hyperspectral, Linear Mixing Model, remote sensing, SimplexAutores:Andrés Mendez-Vazquez, Salazar-Vazquez J.Fuentes:scopus