Luis Rodriguez-Benitez

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 21

Top Topics

Multivariate Time Series

Kernel Logistic Regression

Equivalence Class

Recurrent Neural Networks

Top Venues

Int. J. Comput. Intell. Syst.

Publications

José Ángel Martín-Baos, Ricardo García-Ródenas, Luis Rodriguez-Benitez, Michel Bierlaire
Scalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling. CoRR (2024)
José Ángel Martín-Baos, Ricardo García-Ródenas, María Luz López-García, Luis Rodriguez-Benitez
PyKernelLogit: Penalised maximum likelihood estimation of Kernel Logistic Regression in Python. Softw. Impacts 19 (2024)
Enrique Adrian Villarrubia-Martin, Luis Rodriguez-Benitez, Luis Jimenez Linares, David Muñoz-Valero, Jun Liu
A Hybrid Online Off-Policy Reinforcement Learning Agent Framework Supported by Transformers. Int. J. Neural Syst. 33 (12) (2023)
Luis Rodriguez-Benitez, Pablo Leon-Alcaide, Ester del Castillo, Luis Cabañero-Gómez, Jun Liu, Luis Jimenez Linares
TS-Evolutionary_Prototyping: A Python module for finding the prototype in large sets of time series. Softw. Impacts 15 (2023)
José Ángel Martín-Baos, Julio Alberto López-Gómez, Luis Rodriguez-Benitez, Tim Hillel, Ricardo García-Ródenas
A prediction and behavioural analysis of machine learning methods for modelling travel mode choice. CoRR (2023)
Luis Cabañero, Ramón Hervás, José Bravo, Luis Rodriguez-Benitez, Chris D. Nugent
eeglib: computational analysis of cognitive performance during the use of video games. J. Ambient Intell. Humaniz. Comput. 13 (11) (2022)
Luis Rodriguez-Benitez, Juan Moreno García, Ester Castillo Herrera, Jun Liu, Luis Jimenez Linares
Aggregation and definition of an algebraic framework for fuzzy time series: An application in the supply-demand domain. Int. J. Approx. Reason. 149 (2022)
Luis Rodriguez-Benitez, Carlos Córdoba Ruiz, Luis Cabañero-Gómez, Ramón Hervás, Luis Jimenez Linares
An Internet of Agents Architecture for Training and Deployment of Deep Convolutional Models. J. Signal Process. Syst. 94 (3) (2022)
Jose Angel Martin-Baos, Luis Rodriguez-Benitez, Ricardo García-Ródenas, Jun Liu
IoT based monitoring of air quality and traffic using regression analysis. Appl. Soft Comput. 115 (2022)
Luis Cabañero-Gómez, Ramón Hervás, Iván González, Luis Rodriguez-Benitez
eeglib: A Python module for EEG feature extraction. SoftwareX 15 (2021)
Juan Moreno García, Luis Jimenez Linares, Jun Liu, Luis Rodriguez-Benitez
Generation of linguistic descriptions for daily noise pollution in urban areas. FUZZ-IEEE (2021)
Juan Moreno García, Ester del Castillo, Luis Rodriguez-Benitez
TrPM: A Linguistic Petri Nets module to describe the trends of a time series. FUZZ-IEEE (2020)
Pablo Leon-Alcaide, Luis Rodriguez-Benitez, Ester Castillo Herrera, Juan Moreno García, Luis Jimenez Linares
An evolutionary approach for efficient prototyping of large time series datasets. Inf. Sci. 511 (2020)
Luis Rodriguez-Benitez, Eduardo Lara, Juan Giralt, Juan Moreno García, Julio Dondo, Luis Jimenez Linares
An IoT approach for efficient overtake detection of vehicles using H264/AVC video data. Internet Things 11 (2020)
David Muñoz-Valero, Luis Rodriguez-Benitez, Luis Jimenez Linares, Juan Moreno García
Using Recurrent Neural Networks for Part-of-Speech Tagging and Subject and Predicate Classification in a Sentence. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Juan Moreno García, Luis Rodriguez-Benitez, Luis Jimenez Linares, Gracián Triviño
A Linguistic Extension of Petri Nets for the Description of Systems: An Application to Time Series. IEEE Trans. Fuzzy Syst. 27 (9) (2019)
Sergio Martínez-Municio, Luis Rodriguez-Benitez, Ester Castillo Herrera, Juan Giralt Muina, Luis Jimenez Linares
Linguistic Modeling and Synthesis of Heterogeneous Energy Consumption Time Series Sets. Int. J. Comput. Intell. Syst. 12 (1) (2018)
Luis Cabañero-Gómez, Ramón Hervás, José Bravo, Luis Rodriguez-Benitez
Computational EEG Analysis Techniques When Playing Video Games: A Systematic Review. UCAmI (2018)
Juan Giralt, Juan Moreno García, Luis Jimenez Linares, Luis Rodriguez-Benitez
A Road Departure Warning System Based on Video Motion Analysis and Fuzzy Logic. Int. J. Intell. Syst. 32 (8) (2017)
José A. Moreno-Pérez, Juan Moreno García, Luis Jimenez Linares, Luis Rodriguez-Benitez
Time series represented by means of fuzzy piecewise lineal segments. J. Comput. Appl. Math. 318 (2017)
Juan Moreno García, Javier Abián-Vicén, Luis Jimenez Linares, Luis Rodriguez-Benitez
Description of multivariate time series by means of trends characterization in the fuzzy domain. Fuzzy Sets Syst. 285 (2016)
Ester Castillo Herrera, Luis Jimenez Linares, Luis Rodriguez-Benitez, Juan Giralt Muina, Juan Moreno García
Reduction of a Set of Fuzzy Classifiers by Equivalence Classes. ISKE (2015)
Juan Moreno García, Luis Rodriguez-Benitez, Juan Giralt, Ester del Castillo
The generation of qualitative descriptions of multivariate time series using fuzzy logic. Appl. Soft Comput. 23 (2014)
Juan Giralt, Luis Rodriguez-Benitez, Juan Moreno García, Cayetano J. Solana-Cipres, L. Jimenez
Lane mark segmentation and identification using statistical criteria on compressed video. Integr. Comput. Aided Eng. 20 (2) (2013)
Juan Moreno García, Luis Jimenez Linares, Luis Rodriguez-Benitez, Ester del Castillo
Fuzzy numbers from raw discrete data using linear regression. Inf. Sci. 233 (2013)
Luis Rodriguez-Benitez, Cayetano J. Solana-Cipres, Juan Moreno García, Luis Jimenez Linares
Approximate reasoning and finite state machines to the detection of actions in video sequences. Int. J. Approx. Reason. 52 (4) (2011)
Juan Moreno García, Luis Jiménez, Luis Rodriguez-Benitez, Cayetano J. Solana-Cipres
Fuzzy logic applied to detect olive trees in high resolution images. FUZZ-IEEE (2010)
Juan Moreno García, Luis Rodriguez-Benitez, Antonio Fernández-Caballero, María T. López
Video sequence motion tracking by fuzzification techniques. Appl. Soft Comput. 10 (1) (2010)
Cayetano J. Solana-Cipres, Luis Rodriguez-Benitez, Juan Moreno García, Luis Jimenez Linares
Motion Segmentation Algorithm for Dynamic Scenes over H.264 Video. IPMU (2) (2010)
Juan Moreno García, Luis Jimenez Linares, Luis Rodriguez-Benitez, Cayetano J. Solana-Cipres
Olive Trees Detection in Very High Resolution Images. IPMU (2) (2010)
Javier Albusac, David Vallejo, Luis Jimenez Linares, José Jesús Castro-Schez, Luis Rodriguez-Benitez
Intelligent Surveillance Based on Normality Analysis to Detect Abnormal Behaviors. Int. J. Pattern Recognit. Artif. Intell. 23 (7) (2009)
Cayetano J. Solana-Cipres, Gerardo Fernández-Escribano, Luis Rodriguez-Benitez, Juan Moreno García, Luis Jimenez Linares
Real-time moving object segmentation in H.264 compressed domain based on approximate reasoning. Int. J. Approx. Reason. 51 (1) (2009)
Cayetano J. Solana-Cipres, Luis Rodriguez-Benitez, Juan Moreno García, Luis Jiménez, Gerardo Fernández-Escribano
Real-Time Segmentation of Moving Objects in H.264 Compressed Domain with Dynamic Design of Fuzzy Sets. IFSA/EUSFLAT Conf. (2009)
Luis Rodriguez-Benitez, Juan Moreno García, José Jesús Castro-Schez, Javier Albusac, Luis Jimenez Linares
Automatic objects behaviour recognition from compressed video domain. Image Vis. Comput. 27 (6) (2009)
Cayetano J. Solana-Cipres, Javier Albusac, José Jesús Castro-Schez, Luis Rodriguez-Benitez
Automatic object labelling for monitored environments using clustering techniques. ICDP (2009)
José Jesús Castro-Schez, David Vallejo-Fernandez, Luis Rodriguez-Benitez, Juan Moreno García
A Fuzzy Logic Based Approach to Improve Cataloguing and Searching in e-Commerce Portals. ICEIS (Selected Papers) (2007)
Luis Rodriguez-Benitez, Juan Moreno García, Javier Albusac, José Jesús Castro-Schez, Luis Jiménez
An approximate reasoning technique for segmentation on compressed mpeg video. VISAPP (2) (2007)
José Jesús Castro-Schez, Luis Jiménez, Juan Moreno, Luis Rodriguez-Benitez
Using fuzzy repertory table-based technique for decision support. Decis. Support Syst. 39 (3) (2005)
Juan Moreno García, Luis Jimenez Linares, José Jesús Castro-Schez, Luis Rodriguez-Benitez
A direct linguistic induction method for systems. Fuzzy Sets Syst. 146 (1) (2004)
Juan Moreno García, Luis Jiménez, José Jesús Castro-Schez, Luis Rodriguez-Benitez
Induction of Temporal Fuzzy Chains. ICEIS (2) (2003)
Juan Moreno García, Luis Jiménez, José Jesús Castro-Schez, Luis Rodriguez-Benitez
Modelling with temporal fuzzy chains. EUSFLAT Conf. (2003)
José Jesús Castro-Schez, Luis Jiménez, Juan Moreno García, Luis Rodriguez-Benitez
Simple Decision Support System Based on Fuzzy Repertory Table. ICEIS (2002)