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El eje central de la XII edición del congreso (COMPDES2019) ha sido nuevamente el Internet de las Cosas (Internet of Things). Este eje se tomado como orientación general de los trabajos con las siguientes líneas temá...

The primary goal of pattern recognition is supervised or unsupervised classification. Among the various frameworks in which pattern recognition has been traditionally formulated, the statistical approach has been most in...

Subjects / keywords: Computer science; Overfitting; Ensemble learning; Boosting (machine learning); AdaBoost; Artificial intelligence; Machine learning; Classifier (UML); Bayesian probability; Pattern recognition (psychology); Artificial neu...

Subjects / keywords: Independent component analysis; Principal component analysis; Representation (politics); Computer science; Algorithm; Gaussian; Artificial intelligence; Projection (relational algebra); Pattern recognition (psychology); ...

We propose a novel approach for solving the perceptual grouping problem in vision. Rather than focusing on local features and their consistencies in the image data, our approach aims at extracting the global impression o...

Subjects / keywords: Voxel; Artificial intelligence; Voxel-based morphometry; Segmentation; Pattern recognition (psychology); Smoothing; Computer science; Gray (unit); Artifact (error); Gaussian; Parametric statistics; Market segmentation