ListarModelización, Optimización e Inferencia Estadística (MODES) por tema "Variable selection"
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3D Point Cloud Semantic Segmentation Through Functional Data Analysis
(Springer, 2023)[Abstract]: Here, we propose a method for the semantic segmentation of 3D point clouds based on functional data analysis. For each point of a training set, a number of handcrafted features representing the local geometry ... -
Fast Algorithm for Impact Point Selection in Semiparametric Functional Models
(M D P I AG, 2019-07-31)[Abstract] A new sparse semiparametric functional model is proposed, which tries to incorporate the influence of two functional variables in a scalar response in a quite simple and interpretable way. One of the functional ... -
Sparse Semi-Functional Partial Linear Single-Index Regression
(M D P I AG, 2018-09-17)[Abstract] The variable selection problem is studied in the sparse semi-functional partial linear model, with single-index type influence of the functional covariate in the response. The penalized least squares procedure ...