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A New Wavelet-Based Privatization Mechanism for Probability Distributions
ArticleAbstract: In this paper, we propose a new privatization mechanism based on a naive theory of a perturbation onPalabras claves:Artificial Intelligence, data fitting, database-sensor, digital image sensor, Machine learning, perturbation theory, Signal-to-Noise Ratio, Statistical modeling, waveletsAutores:Carlos Martin-Barreiro, Chesneau C., de Oliveira H.M., Leiva V., Ospina R.Fuentes:googlescopusA new algorithm for computing disjoint orthogonal components in the parallel factor analysis model with simulations and applications to real-world data
ArticleAbstract: In this paper, we extend the use of disjoint orthogonal components to three-way table analysis withPalabras claves:Degeneracy, Disjoint components, heuristic algorithms, Parafac model, PCa, R Software, Three-way tablesAutores:Carlos Martin-Barreiro, John A. Ramirez-Figueroa, Leiva V., Martin-Casado A., Purificación Galindo-Villardón, Xavier CabezasFuentes:googlescopusA new algorithm for computing disjoint orthogonal components in the three-way tucker model
ArticleAbstract: One of the main drawbacks of the traditional methods for computing components in the three-way TuckePalabras claves:greedy algorithms, heuristic algorithms, PCa, R Software, SINGULAR VALUE DECOMPOSITION, Three-way tables, Tucker3 modelAutores:Carlos Martin-Barreiro, John A. Ramirez-Figueroa, Leiva V., Martin-Casado A., Nieto-Librero A.B., Purificación Galindo-VillardónFuentes:scopusDynamic CUR, an alternative to variable selection in CuR decomposition
ArticleAbstract: CUR decomposition is one of the matrix decomposition techniques proposed in the literature for the sPalabras claves:Correlation, CUR decomposition, Multivariate analysis, Principal Component Analysis, SINGULAR VALUE DECOMPOSITIONAutores:Barahona G.V., Barba M.S., Carlos Martin-Barreiro, González-Garcia N., Hernández-González S., Purificación Galindo-VillardónFuentes:googlescopusOn the Use of Variability Measures to Analyze Source Coding Data Based on the Shannon Entropy
ArticleAbstract: Source coding maps elements from an information source to a sequence of alphabetic symbols. Then, thPalabras claves:communication science, discrete memoryless source, entropy, information theory, Monte carlo simulation, Newton–Raphson method, statistical moments, varianceAutores:Carlos Martin-Barreiro, Chesneau C., de Oliveira H.M., Leiva V., Ospina R.Fuentes:googlescopus