{"id":17,"date":"2022-07-25T12:26:29","date_gmt":"2022-07-25T11:26:29","guid":{"rendered":"https:\/\/blogdev.uclm.es\/fullsite\/?page_id=17"},"modified":"2025-04-01T11:50:58","modified_gmt":"2025-04-01T09:50:58","slug":"publicaciones","status":"publish","type":"page","link":"https:\/\/blog.uclm.es\/luisrodriguez\/publicaciones\/","title":{"rendered":"Publicaciones"},"content":{"rendered":"\n
\n
\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n
<\/div>\n\n\n\n

\u00daltimas Publicaciones<\/em><\/h1>\n\n\n\n

2021 – <\/h1>\n\n\n\n
<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
\n
\n
\n
\n

Scalable kernel logistic regression with Nystr\u00f6m approximation: Theoretical analysis and application to discrete choice modelling; Neurocomputing<\/strong>; 2025-02 | Journal article; DOI: 10.1016\/j.neucom.2024.128975; Part of ISSN: 0925-2312; Contributors: Jos\u00e9 \u00c1ngel Mart\u00edn-Baos; Ricardo Garc\u00eda-R\u00f3denas; Luis Rodriguez-Benitez; Michel Bierlaire<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

Use of Fuzzy Time Series to Generate Linguistic Descriptions of Noise Pollution; 2024 | Book chapter;<\/strong> DOI: 10.1007\/978-3-031-46979-4_4; Contributors: Luis Rodriguez-Benitez; Juan Moreno-Garcia; Ester del Castillo-Herrera; Jun Liu; Luis Jimenez-Linares<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

PyKernelLogit: Penalised maximum likelihood estimation of Kernel Logistic Regression in Python; Software Impacts;<\/strong> 2024-03 | Journal article; DOI: 10.1016\/j.simpa.2023.100608; Contributors: Jos\u00e9 \u00c1ngel Mart\u00edn-Baos; Ricardo Garc\u00eda-R\u00f3denas; Mar\u00eda Luz L\u00f3pez Garc\u00eda; Luis Rodriguez-Benitez<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

Facilitating the Simulation of Domestic Energy Systems Through Linguistic Representations; 2023 | Book chapter<\/strong>; DOI: 10.1007\/978-3-031-07707-4_10; Contributors: Luis Rodriguez-Benitez; Pablo Palomino-Gomez; Luis Jimenez-Linares; Juan Moreno-Garcia; Jun Liu<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

A Hybrid Online Off-Policy Reinforcement Learning Agent Framework Supported by Transformers; International Journal of Neural Systems;<\/strong> 2023-12 | Journal article; DOI: 10.1142\/S012906572350065X; Contributors: Enrique Adrian Villarrubia-Martin; Luis Rodriguez-Benitez; Luis Jimenez-Linares; David Mu\u00f1oz-Valero; Jun Liu<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

A prediction and behavioural analysis of machine learning methods for modelling travel mode choice; Transportation Research Part C: Emerging Technologies<\/strong>; 2023-11 | Journal article; DOI: 10.1016\/j.trc.2023.104318; Contributors: Jos\u00e9 \u00c1ngel Mart\u00edn-Baos; Julio Alberto L\u00f3pez-G\u00f3mez; Luis Rodriguez-Benitez; Tim Hillel; Ricardo Garc\u00eda-R\u00f3denas<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

TS-Evolutionary_Prototyping: A Python module for finding the prototype in large sets of time series; Software Impacts<\/strong>; 2023-03 | Journal article; DOI: 10.1016\/j.simpa.2022.100458; Contributors: Luis Rodriguez-Benitez; Pablo Leon-Alcaide; Ester del Castillo; Luis Caba\u00f1ero-Gomez; Jun Liu; Luis Jimenez-Linares<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

Automatic Generation of Linguistic Descriptions of Electricity Consumption in the Buildings of a Large Institution; 2022 | Book chapter<\/strong>; DOI: 10.1007\/978-3-030-74970-5_12; Contributors: Juan Moreno-Garcia; Luis Jimenez-Linares; Luis Rodriguez-Benitez<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

Syntactic Analysis of Sentences Using Deep Neural Networks; 2022 | Book chapter<\/strong>; DOI: 10.1007\/978-3-030-88817-6_5; Contributors: David Mu\u00f1oz-Valero; Luis Rodriguez-Benitez; Luis Jimenez-Linares; Juan Moreno-Garcia<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

Aggregation and definition of an algebraic framework for fuzzy time series: An application in the supply-demand domain; International Journal of Approximate Reasoning;<\/strong> 2022-10 | Journal article; DOI: 10.1016\/j.ijar.2022.07.005; Contributors: Luis Rodriguez-Benitez; Juan Moreno-Garcia; Ester del Castillo-Herrera; Jun Liu; Luis Jimenez-Linares<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

An Internet of Agents Architecture for Training and Deployment of Deep Convolutional Models; Journal of Signal Processing Systems;<\/strong> 2022-03 | Journal article; DOI: 10.1007\/s11265-020-01602-6; Contributors: Luis Rodriguez-Benitez; Carlos C\u00f3rdoba Ruiz; Luis Caba\u00f1ero G\u00f3mez; Ram\u00f3n Herv\u00e1s; Luis Jimenez-Linares<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

IoT based monitoring of air quality and traffic using regression analysis; Applied Soft Computing<\/strong>; 2022-01 | Journal article; DOI: 10.1016\/j.asoc.2021.108282; Contributors: Jos\u00e9 \u00c1ngel Mart\u00edn-Baos; Luis Rodriguez-Benitez; Ricardo Garc\u00eda-R\u00f3denas; Jun Liu<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

eeglib: A Python module for EEG feature extraction; SoftwareX<\/strong>; 2021-07 | Journal article; DOI: 10.1016\/j.softx.2021.100745; Contributors: Luis Caba\u00f1ero-Gomez; Ramon Hervas; Ivan Gonzalez; Luis Rodriguez-Benitez<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n\n\n\n
\n
\n

Revisiting kernel logistic regression under the random utility models perspective. An interpretable machine-learning approach; Transportation Letters<\/strong>; 2021-03-16 | Journal article; DOI: 10.1080\/19427867.2020.1861504; Contributors: Jos\u00e9 \u00c1ngel Mart\u00edn-Baos; Ricardo Garc\u00eda-R\u00f3denas; Luis Rodriguez-Benitez<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

\u00daltimas Publicaciones 2021 – Scalable kernel logistic regression with Nystr\u00f6m approximation: Theoretical analysis and application to discrete choice modelling; Neurocomputing; 2025-02 | Journal article; DOI: 10.1016\/j.neucom.2024.128975; Part of ISSN: 0925-2312; Contributors: Jos\u00e9 \u00c1ngel Mart\u00edn-Baos; Ricardo Garc\u00eda-R\u00f3denas; Luis Rodriguez-Benitez; Michel Bierlaire Use of Fuzzy Time Series to Generate Linguistic Descriptions of Noise Pollution; 2024 | Book […]<\/p>\n","protected":false},"author":517,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-17","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/blog.uclm.es\/luisrodriguez\/wp-json\/wp\/v2\/pages\/17","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.uclm.es\/luisrodriguez\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.uclm.es\/luisrodriguez\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.uclm.es\/luisrodriguez\/wp-json\/wp\/v2\/users\/517"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.uclm.es\/luisrodriguez\/wp-json\/wp\/v2\/comments?post=17"}],"version-history":[{"count":7,"href":"https:\/\/blog.uclm.es\/luisrodriguez\/wp-json\/wp\/v2\/pages\/17\/revisions"}],"predecessor-version":[{"id":366,"href":"https:\/\/blog.uclm.es\/luisrodriguez\/wp-json\/wp\/v2\/pages\/17\/revisions\/366"}],"wp:attachment":[{"href":"https:\/\/blog.uclm.es\/luisrodriguez\/wp-json\/wp\/v2\/media?parent=17"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}