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Journal Articles

Leiva-Murillo, Jose M; Artés-Rodríguez, Antonio

Algorithms for Maximum-Likelihood Bandwidth Selection in Kernel Density Estimators Journal Article

Pattern Recognition Letters, 33 (13), pp. 1717–1724, 2012, ISSN: 01678655.

Abstract | Links | BibTeX | Tags: Kernel density estimation, Multivariate density modeling, Pattern recognition

Leiva-Murillo, Jose M; Artés-Rodríguez, Antonio

Information-Theoretic Linear Feature Extraction Based on Kernel Density Estimators: A Review Journal Article

IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 42 (6), pp. 1180–1189, 2012, ISSN: 1094-6977.

Abstract | Links | BibTeX | Tags: Bandwidth, Density, detection theory, Entropy, Estimation, Feature extraction, Feature extraction (FE), information theoretic linear feature extraction, information theory, information-theoretic learning (ITL), Kernel, Kernel density estimation, kernel density estimators, Machine learning