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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(7)
23rd International Conference on Electronics, Communications and Computing, CONIELECOMP 2013(1)
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scopus(18)
Computing the Concept Lattice using dendritical neural networks
Conference ObjectAbstract: Formal Concept Analysis (FCA) is a new and rich emerging discipline, and it provides efficient technPalabras claves:Dendrites, Formal concept analysis, Lattice generation, Maximal rectangles, Neural networksAutores:Andrés Mendez-Vazquez, Caro-Contreras D.E.Fuentes:scopusAnalysis 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:scopusA 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: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:scopusDeep residual hashing network for image retrieval
Conference ObjectAbstract: Conventional methods in Content-Based Image Retrieval use hand-crafted visual features as input butPalabras claves:Computer Vision, Content-based Image Retrieval, convolutional neural networks, deep learningAutores:Andrés Mendez-Vazquez, Jimenez-Lepe E.Fuentes:scopusDesign and implementation of a robust wireless sensor network
Conference ObjectAbstract: This paper presents the design and implementation of a novel wireless sensor network system using thPalabras claves:Robust wireless networking, Self-Organization, Sensors NetworksAutores:Andrés Mendez-Vazquez, Carlos-Mancilla M., Lopez-Mellado E., Olascuaga-Cabrera J.Fuentes:scopusFuzzy model based on RGBD images to identify biometrical facial geometry
Conference ObjectAbstract: Automatic face recognition is an important and complex task. Therefore, it is necessary to design efPalabras claves:face detection, Face segmentation, Fuuzzy logic, kinect, RGBDAutores:Andrés Mendez-Vazquez, Fernández V., Gudino M., Ramos M.A.Fuentes:scopusGeneration and reduction of fuzzy sets with PG-means and fuzzy similarity measures
Book PartAbstract: The probabilistic clustering techniques can be applied to generate fuzzy sets in situations where thPalabras claves:fuzzy sets, Fuzzy sets reduction, Fuzzy similarity measures, PG-meansAutores:Andrés Mendez-Vazquez, Garcia-Garcia A., Reformat M.Z.Fuentes:scopusFacial geometry identification through fuzzy patterns with RGBD sensor
ReviewAbstract: Automatic human facial recognition is an important and complicated task; it is necessary to design aPalabras claves:face detection, Face segmentation, fuzzy logic, kinect, RGBDAutores:Andrés Mendez-Vazquez, Fernández-Cervantes V., Garcia-Garcia A., Ramos M.A.Fuentes:scopus