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PRNI 2016 - 6th International Workshop on Pattern Recognition in Neuroimaging(1)
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Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019(1)
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scopus(7)
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: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:scopusDetecting of topic-specific leaders in social networks
Conference ObjectAbstract: Social networks on the web are growing dramatically in size and number. Identifying important peoplePalabras claves:Data Mining, Machine learning, SOCIAL BEHAVIORAutores:Andrés Mendez-Vazquez, Vega L.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: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:scopusMaterial Classification Using Non-supervised Segmentation and Transfer Learning
Conference ObjectAbstract: This work presents a new way of classifying materials within a scene. In this work, we propose a wayPalabras claves:Computer Vision, IMAGE PROCESSING, Machine learning, Transfer learningAutores:Alvarez-Gonzalez R., Andrés Mendez-Vazquez, Pena-Llamas L.R.Fuentes:scopusShore-based microstructural indices: Do they tell us more?
Conference ObjectAbstract: Recent methods for diffusion weighted magnetic resonance convey information about tissue microstructPalabras claves:Diffusion MRI, Machine learning, micro-structural modelsAutores:Andrés Mendez-Vazquez, Menegaz G., Obertino S.Fuentes:scopus