Scalable Kernel Logistic Regression with Nystr\'om Approximation: Theoretical Analysis and Application to Discrete Choice Modelling

Autor: Martín-Baos, José Ángel, García-Ródenas, Ricardo, Rodriguez-Benitez, Luis, Bierlaire, Michel

Publikováno v: J.A. Mart\'in-Baos, R. Garc\'ia-R\'odenas, L. Rodriguez-Benitez, M. Bierlaire (2025). Scalable kernel logistic regression with Nystr\"om approximation: Theoretical analysis and application to discrete choice modelling. Neurocomputing 617

The application of kernel-based Machine Learning (ML) techniques to discrete choice modelling using large datasets often faces challenges due to memory requirements and the considerable number of parameters involved in these models. This complexity h

Externí odkaz: http://arxiv.org/abs/2402.06763

A New LCL Filter Design Method for Single-Phase Photovoltaic Systems Connected to the Grid via Micro-Inverters

Autor: Heriberto Adamas-Pérez, Mario Ponce-Silva, Jesús Darío Mina-Antonio, Abraham Claudio-Sánchez, Omar Rodríguez-Benítez, Oscar Miguel Rodríguez-Benítez

Publikováno v: Technologies, Vol 12, Iss 6, p 89 (2024)

This paper aims to propose a new sizing approach to reduce the footprint and optimize the performance of an LCL filter implemented in photovoltaic systems using grid-connected single-phase microinverters. In particular, the analysis is carried out on

Externí odkaz: https://doaj.org/article/7e8386cfe2ff401f929cfc6319ef7437

Nefritis del shunt: una enfermedad excepcional que aún existe

Autor: Coraima Claudia Nava Chavez, Ana García Prieto, Eduardo Verde Moreno, Rosa Melero Martín, Patrocinio Rodríguez Benítez, Miguel Villa Valdés, Adriana Acosta Barrios, Anthony Gurjiain Arena, Francisco Díaz-Crespo, Marian Goicoechea Diezhandino

Publikováno v: Nefrología, Vol 43, Iss , Pp 121-123 (2023)

Externí odkaz: https://doaj.org/article/b32fd9b3f9cd44b78abccbcd820b9f96

Peripheral arterial disease in hemodialysis patients 10 years later

Autor: Ángela González Rojas, Almudena Vega Martínez, Patrocinio Rodríguez Benítez, Soraya Abad Estébanez, Eduardo Verde Moreno, Adriana Acosta Barrios, Javier Carbayo López de Pablo, Alejandra Muñoz de Morales, Antonia Mijaylova Antonova, Arturo Bascuñana Colombina, Clara María Castro Ávila, Javier Río Gómez, Manuel Ligero Ramos, Marian Goicoechea Diezhandino

Publikováno v: Nefrología (English Edition), Vol 43, Iss 3, Pp 302-308 (2023)

Background and objective: Patients with chronic kidney disease (CKD) on hemodialysis present high cardiovascular comorbidity. Peripheral arterial disease (PAD) is associated with higher mortality and the interest in its early detection and treatment

Externí odkaz: https://doaj.org/article/c09cc046fd6942719bb30d7b0ed61d14

Enfermedad arterial periférica en pacientes en hemodiálisis 10 años después

Autor: Ángela González Rojas, Almudena Vega Martínez, Patrocinio Rodríguez Benítez, Soraya Abad Estébanez, Eduardo Verde Moreno, Adriana Acosta Barrios, Javier Carbayo López de Pablo, Alejandra Muñoz de Morales, Antonia Mijaylova Antonova, Arturo Bascuñana Colombina, Clara María Castro Ávila, Javier Río Gómez, Manuel Ligero Ramos, Marian Goicoechea Diezhandino

Publikováno v: Nefrología, Vol 43, Iss 3, Pp 302-308 (2023)

Resumen: Antecedentes y objetivo: Los pacientes con enfermedad renal crónica en hemodiálisis presentan gran comorbilidad cardiovascular. La enfermedad arterial periférica (EAP) se asocia a mayor mortalidad y ha incrementado el interés en su detec

Externí odkaz: https://doaj.org/article/7f234eb4f1d54d2db9ae41175f7cb1f4