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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(5)
Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS(1)
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IEEE International Conference on Fuzzy Systems(1)
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scopus(15)
A 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 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: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:scopusFast and robust object recognition based on reduced Shock-Graphs and Pruned-SIFT
Conference ObjectAbstract: Fast algorithms for image recogition have become a priority when the number of images to be analyzedPalabras claves:Autores:Andrés Mendez-Vazquez, Orozco-Lopez R.Fuentes:scopusERP Detector using Texture Filters and Tucker Decomposition
Conference ObjectAbstract: Vision is the dominant sensory channel by which humans acquire external information. Understanding hPalabras claves:Computer Vision, FMRI, Machine learning, tucker decompositionAutores:Alvarez-Gonzalez R., Andrés Mendez-VazquezFuentes: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:scopusDiscovery of possible gene relationships through the application of self-organizing maps to DNA microarray databases
ArticleAbstract: DNA microarrays and cell cycle synchronization experiments have made possible the study of the mechaPalabras claves:Autores:Andrés Mendez-Vazquez, Chavez-Alvarez R., Chavoya A.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:scopusMACFE: A Meta-learning and Causality Based Feature Engineering Framework
Conference ObjectAbstract: Feature engineering has become one of the most important steps to improving model pbkp_rediction perPalabras claves:Automated feature engineering, Automated machine learning, Causal feature selectionAutores:Andrés Mendez-Vazquez, Flores-Araiza D., Ochoa-Ruiz G., Reyes-Amezcua I., Rodriguez-Tello E.Fuentes:scopus