José Ramón Villar

ORCID

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 47

Top Venues

Publications

Alberto López, Francisco Javier Ferrero Martín, José Ramón Villar
EOG Signal Compression Using Turning Point Algorithm. I2MTC (2021)
Enrique A. de la Cal, Alberto Gallucci, José Ramón Villar, Kaori Yoshida, Mario Koeppen
Simple Meta-optimization of the Feature MFCC for Public Emotional Datasets Classification. HAIS (2021)
Enol García González, José Ramón Villar, Enrique A. de la Cal
Low-Cost Deep Learning-Based Prototype for Automatic Identification of Traffic Signs in Vehicles. SOCO (2021)
Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Samad Barri Khojasteh
Mixing user-centered and generalized models for Fall Detection. Neurocomputing 452 (2021)
José Ramón Villar, Camelia Chira, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Samad Barri Khojasteh
Autonomous on-wrist acceleration-based fall detection systems: unsolved challenges. Neurocomputing 452 (2021)
Manuel L. González, Javier Sedano, Ángel Miguel García-Vico, José Ramón Villar
A Comparison of Techniques for Virtual Concept Drift Detection. SOCO (2021)
Svetlana Simic, Zorana Bankovic, José Ramón Villar, Dragan Simic, Svetislav D. Simic
A hybrid fuzzy clustering approach for diagnosing primary headache disorder. Log. J. IGPL 29 (2) (2021)
Enrique A. de la Cal, Alberto Gallucci, José Ramón Villar, Kaori Yoshida, Mario Koeppen
A First Prototype of an Emotional Smart Speaker. SOCO (2021)
José Ramón Blanco, Juan Menéndez, Francisco Javier Ferrero, Alberto López, José Ramón Villar
An affordable Airborne Ultrasonic Sensor for Predictive Maintenance Applications. I2MTC (2021)
Dragan Simic, Zorana Bankovic, José Ramón Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic
A Hybrid Bio-Inspired Tabu Search Clustering Approach. HAIS (2021)
Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic, Enrique A. de la Cal
An ensemble solution for multivariate time series clustering. Neurocomputing 457 (2021)
Enrique A. de la Cal, Enol García González, José Ramón Villar
Transfer Learning Study for Horses Breeds Images Datasets Using Pre-trained ResNet Networks. HAIS (2021)
José Ramón Villar, Mario Villar, Mirko Fáñez, Enrique A. de la Cal, Javier Sedano
Fall Detection Based on Local Peaks and Machine Learning. HAIS (2020)
Morteza Kiadi, José Ramón Villar, Qing Tan
Synthesized A* Multi-robot Path Planning in an Indoor Smart Lab Using Distributed Cloud Computing. SOCO (2020)
Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic
A Comparison of Multivariate Time Series Clustering Methods. SOCO (2020)
Enrique A. de la Cal, Mirko Fáñez, Alvaro DaSilva, José Ramón Villar, Javier Sedano, Víctor M. González Suárez
A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset. SOCO (2020)
Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Víctor Manuel González Suárez
Transfer learning and information retrieval applied to fall detection. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Álvaro Herrero, Javier Sedano
Design issues in Time Series dataset balancing algorithms. Neural Comput. Appl. 32 (5) (2020)
Enol García González, José Ramón Villar, Enrique A. de la Cal
Time Series Data Augmentation and Dropout Roles in Deep Learning Applied to Fall Detection. SOCO (2020)
Diego Aranda-Orna, José Ramón Villar, Javier Sedano
Stroke Rehabilitation: Detection of Finger Movements. HAIS (2020)
Enrique A. de la Cal, Mirko Fáñez, Mario Villar, José Ramón Villar, Víctor M. González Suárez
A Simple Classification Ensemble for ADL and Falls. HAIS (2020)
Svetlana Simic, Sladana Sakac, Zorana Bankovic, José Ramón Villar, Svetislav D. Simic, Dragan Simic
A Hybrid Bio-inspired Clustering Approach for Diagnosing Children with Primary Headache Disorder. HAIS (2020)
Mario Villar, José Ramón Villar
Peak Detection Enhancement in Autonomous Wearable Fall Detection. ISDA (2019)
Svetlana Simic, Svetislav D. Simic, Zorana Bankovic, Milana Ivkov-Simic, José Ramón Villar, Dragan Simic
A Hybrid Automatic Classification Model for Skin Tumour Images. HAIS (2019)
Enrique A. de la Cal, Alvaro DaSilva, Mirko Fáñez, José Ramón Villar, Javier Sedano, Víctor M. González Suárez
An Autonomous Fallers Monitoring Kit: Release 0.0. ISDA (2019)
Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic
A Preliminary Study on Multivariate Time Series Clustering. SOCO (2019)
Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic, Enrique A. de la Cal
A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines. HAIS (2019)
José Ramón Villar, Enrique A. de la Cal, Mirko Fáñez, Víctor M. González, Javier Sedano
User-centered fall detection using supervised, on-line learning and transfer learning. Prog. Artif. Intell. 8 (4) (2019)
Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, María Luz Alonso Álvarez, Jerónimo González
Preliminary Study on the Detection of Apnea Episodes Through the Use of Dictionaries. J. Multiple Valued Log. Soft Comput. 32 (3-4) (2019)
Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano
Feature Clustering to Improve Fall Detection: A Preliminary Study. SOCO (2019)
Enrique A. de la Cal, José Ramón Villar, Javier Sedano
DTW as Alignment Function in the Context of Time Series Balancing. SOCO (2019)
Noelia Rico, Irene Díaz, José Ramón Villar, Enrique A. de la Cal
Intelligent decision support to determine the best sensory guardrail locations. Neurocomputing 354 (2019)
Samad Barri Khojasteh, José Ramón Villar, Camelia Chira, Víctor M. González, Enrique A. de la Cal
Improving Fall Detection Using an On-Wrist Wearable Accelerometer. Sensors 18 (5) (2018)
Samad Barri Khojasteh, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano
Fall Detection Analysis Using a Real Fall Dataset. SOCO-CISIS-ICEUTE (2018)
Samad Barri Khojasteh, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Harun Resit Yazgan
Evaluation of a Wrist-Based Wearable Fall Detection Method. HAIS (2018)
Qing Tan, Nashwa El-Bendary, Magdy A. Bayoumi, Xiaokun Zhang, Javier Sedano, José Ramón Villar
Emerging Technologies: IoT, Big Data, and CPS with Sensory Systems. J. Sensors 2018 (2018)
Irene Díaz, José Ramón Villar, Enrique A. de la Cal
Spanish Road Fork Traffic Analysis and Modelling. HAIS (2017)
Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Javier Sedano, Álvaro Herrero
A SMOTE Extension for Balancing Multivariate Epilepsy-Related Time Series Datasets. SOCO-CISIS-ICEUTE (2017)
José Ramón Villar, Manuel Menéndez, Enrique A. de la Cal, Javier Sedano, Víctor M. González
Identification of abnormal movements with 3D accelerometer sensors for seizure recognition. J. Appl. Log. 24 (2017)
Javier Sedano, Silvia González, Camelia Chira, Álvaro Herrero, Emilio Corchado, José Ramón Villar
Key features for the characterization of Android malware families. Log. J. IGPL 25 (1) (2017)
Paula M. Vergara, Enrique A. de la Cal, José Ramón Villar, Víctor M. González, Javier Sedano
An IoT Platform for Epilepsy Monitoring and Supervising. J. Sensors 2017 (2017)
Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano
Learning Fuzzy Models with a SAX-based Partitioning for Simulated Seizure Recognition. SOCO-CISIS-ICEUTE (2016)
Javier Sedano, Camelia Chira, Silvia González, Álvaro Herrero, Emilio Corchado, José Ramón Villar
Characterization of Android Malware Families by a Reduced Set of Static Features. SOCO-CISIS-ICEUTE (2016)
Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Carlos Prieto
Gene clustering for time-series microarray with production outputs. Soft Comput. 20 (11) (2016)
José Ramón Villar, Paula M. Vergara, Manuel Menéndez, Enrique A. de la Cal, Víctor M. González, Javier Sedano
Generalized Models for the Classification of Abnormal Movements in Daily Life and its Applicability to Epilepsy Convulsion Recognition. Int. J. Neural Syst. 26 (6) (2016)
Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano
Pre-Clinical Study on the Detection of Simulated Epileptic Seizures. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24 (Supplement-2) (2016)
Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano
Comparing ACO Approaches in Epilepsy Seizures. HAIS (2016)
Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, María Luz Alonso Álvarez, Jerónimo González
Heuristics for Apnea Episodes Recognition. SOCO (2015)
José Ramón Villar, Camelia Chira, Javier Sedano, Silvia González, José M. Trejo
A hybrid intelligent recognition system for the early detection of strokes. Integr. Comput. Aided Eng. 22 (3) (2015)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo
Simple heuristics for enhancing GP learning. Log. J. IGPL 23 (3) (2015)
Javier Sedano, Camelia Chira, Silvia González, Álvaro Herrero, Emilio Corchado, José Ramón Villar
On the Selection of Key Features for Android Malware Characterization. CISIS-ICEUTE (2015)
Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Carlos Prieto
Shape-Output Gene Clustering for Time Series Microarrays. SOCO (2015)
Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Javier Sedano, Álvaro Herrero
A Preliminary Cooperative Genetic Fuzzy Proposal for Epilepsy Identification Using Wearable Devices. SOCO (2015)
Silvia González, Javier Sedano, José Ramón Villar, Emilio Corchado, Álvaro Herrero, Bruno Baruque
Features and models for human activity recognition. Neurocomputing 167 (2015)
José Ramón Villar, Manuel Menéndez, Javier Sedano, Enrique A. de la Cal, Víctor M. González
Analyzing Accelerometer Data for Epilepsy Episode Recognition. SOCO (2015)
José Ramón Villar, Silvia González, Javier Sedano, Camelia Chira, José M. Trejo-Gabriel-Galan
Improving Human Activity Recognition and its Application in Early Stroke Diagnosis. Int. J. Neural Syst. 25 (4) (2015)
María Luz Alonso Álvarez, Silvia González, Javier Sedano, Joaquín Terán, José Ramón Villar, Estrella Ordax Carbajo, María Jesús Coma del Corral
Hybrid Systems for Analyzing the Movements during a Temporary Breath Inability Episode. HAIS (2014)
María Luz Alonso Álvarez, Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, Estrella Ordax Carbajo, María Jesús Coma del Corral
Data Analysis for Detecting a Temporary Breath Inability Episode. IDEAL (2014)
Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Emilio Corchado
Urban bicycles renting systems: Modelling and optimization using nature-inspired search methods. Neurocomputing 135 (2014)
Camelia Chira, Javier Sedano, Monica Camara, Carlos Prieto, José Ramón Villar, Emilio Corchado
A Cluster Merging Method for Time Series microarray with production Values. Int. J. Neural Syst. 24 (6) (2014)
Camelia Chira, Javier Sedano, José Ramón Villar, Carlos Prieto, Emilio Corchado
Gene Clustering in Time Series Microarray Analysis. SOCO-CISIS-ICEUTE (2013)
Javier Sedano, Camelia Chira, José Ramón Villar, Eva M. Ambel
An intelligent route management system for electric vehicle charging. Integr. Comput. Aided Eng. 20 (4) (2013)
José Ramón Villar, Silvia González, Javier Sedano, Camelia Chira, José M. Trejo
Human Activity Recognition and Feature Selection for Stroke Early Diagnosis. HAIS (2013)
Silvia González, José Ramón Villar, Javier Sedano, Camelia Chira
A Preliminary Study on Early Diagnosis of Illnesses Based on Activity Disturbances. DCAI (2013)
Emilio Corchado, Javier Sedano, Leticia Curiel, José Ramón Villar
Optimizing the operating conditions in a high precision industrial process using soft computing techniques. Expert Syst. J. Knowl. Eng. 29 (3) (2012)
José Ramón Villar, Silvia González, Javier Sedano, Emilio Corchado, Laura Puigpinós, Joaquim Ciurana
Meta-heuristic improvements applied for steel sheet incremental cold shaping. Memetic Comput. 4 (4) (2012)
Enrique A. de la Cal, José Ramón Villar, Marco Antonio García Tamargo, Javier Sedano
Comparison of Fuzzy Functions for Low Quality Data GAP Algorithms. HAIS (2) (2012)
José Ramón Villar, Alba Berzosa, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo
Multi-objective learning of white box models with low quality data. Neurocomputing 75 (1) (2012)
Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado, Enrique A. de la Cal
Learning and training techniques in fuzzy control for energy efficiency in buildings. Log. J. IGPL 20 (4) (2012)
Irene Barbero, Camelia Chira, Javier Sedano, Carlos Prieto, José Ramón Villar, Emilio Corchado
Merge Method for Shape-Based Clustering in Time Series Microarray Analysis. IDEAL (2012)
Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Emilio Corchado
Evolutionary model support for Urban Bicycles Renting Systems. ISDA (2011)
José Ramón Villar, Javier Sedano, Emilio Corchado, Vicente Vera, Beatriz Hernando, Raquel Redondo
Intelligent operating conditions design by means of bio-inspired models. NaBIC (2011)
Camelia Chira, Javier Sedano, Monica Camara, José Ramón Villar, Emilio Corchado
A hybrid evolutionary approach to the management of Bicycle Renting Systems. NaBIC (2011)
Javier Sedano, Alba Berzosa, José Ramón Villar, Emilio Corchado, Enrique A. de la Cal
Optimising operational costs using Soft Computing techniques. Integr. Comput. Aided Eng. 18 (4) (2011)
José Ramón Villar, Javier Sedano, Emilio Corchado, Laura Puigpinós
Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process. IDEAL (2011)
Laura Puigpinós, José Ramón Villar, Javier Sedano, Emilio Corchado, Joaquim Ciurana
Steel Sheet Incremental Cold Shaping Improvements Using Hybridized Genetic Algorithms with Support Vector Machines and Neural Networks. NICSO (2011)
Alba Berzosa, José Ramón Villar, Javier Sedano, Marco Antonio García Tamargo
Tree Generation Methods Comparison in GAP Problems with Low Quality Data. SOCO (2011)
Alba Berzosa, José Ramón Villar, Javier Sedano, Marco Antonio García Tamargo, Enrique A. de la Cal
An Study of the Tree Generation Algorithms in Equation Based Model Learning with Low Quality Data. HAIS (2) (2011)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano
Low Quality Data Management for Optimising Energy Efficiency in Distributed Agents. PAAMS (Special Sessions and Workshops) (2010)
Javier Sedano, Leticia Curiel, Emilio Corchado, Enrique A. de la Cal, José Ramón Villar
A soft computing method for detecting lifetime building thermal insulation failures. Integr. Comput. Aided Eng. 17 (2) (2010)
María del Rosario Suárez, José Ramón Villar, Javier Grande
A feature selection method using a fuzzy mutual information measure. Int. J. Reason. based Intell. Syst. 2 (2) (2010)
Javier Sedano, José Ramón Villar, Leticia Curiel, Enrique A. de la Cal, Emilio Corchado
Modelling of Heat Flux in Building Using Soft-Computing Techniques. IEA/AIE (3) (2010)
Enrique A. de la Cal, E. M. Fernández, R. Quiroga, José Ramón Villar, Javier Sedano
Scalability of a Methodology for Generating Technical Trading Rules with GAPs Based on Risk-Return Adjustment and Incremental Training. HAIS (2) (2010)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo
Analysing the Low Quality of the Data in Lighting Control Systems. HAIS (1) (2010)
Alba Berzosa, Javier Sedano, José Ramón Villar, Marco Antonio García Tamargo, Emilio Corchado
Improving enterprise resource planning results using knowledge extraction and learning. NaBIC (2010)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo
Evaluating the Low Quality Measurements in Lighting Control Systems. SOCO (2010)
Enrique A. de la Cal, José Ramón Villar, Javier Sedano
A Thermodynamical Model Study for an Energy Saving Algorithm. HAIS (2009)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano
A fuzzy logic based efficient energy saving approach for domestic heating systems. Integr. Comput. Aided Eng. 16 (2) (2009)
Javier Sedano, José Ramón Villar, Leticia Curiel, Enrique A. de la Cal, Emilio Corchado
Improving Energy Efficiency in Buildings Using Machine Intelligence. IDEAL (2009)
José Ramón Villar, María del Rosario Suárez, Javier Sedano, Felipe Mateos
Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty. HAIS (2009)
José Ramón Villar, Roberto Pérez, Enrique A. de la Cal, Javier Sedano
Efficiency in Electrical Heating Systems: An MAS Real World Application. PAAMS (2009)
Raquel Redondo, Pedro Santos, Andrés Bustillo, Javier Sedano, José Ramón Villar, Maritza Correa, José Ramón Alique, Emilio Corchado
A Soft Computing System to Perform Face Milling Operations. IWANN (2) (2009)
Luciano Sánchez, M. Rosario Suárez, José Ramón Villar, Inés Couso
Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data. Int. J. Approx. Reason. 49 (3) (2008)
Andrés Bustillo, Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado
Conventional Methods and AI models for Solving an Industrial an Industrial Problem. EMS (2008)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano
Minimizing Energy Consumption in Heating Systems under Uncertainty. HAIS (2008)
Andrés Bustillo, Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado
AI for Modelling the Laser Milling of Copper Components. IDEAL (2008)
Luciano Sánchez, José Ramón Villar
Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithms. Inf. Sci. 178 (4) (2008)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano
Energy Saving by Means of Fuzzy Systems. IDEAL (2007)
Luciano Sánchez, María del Rosario Suárez, José Ramón Villar, Inés Couso
Some Results about Mutual Information-based Feature Selection and Fuzzy Discretization of Vague Data. FUZZ-IEEE (2007)
José Ramón Villar, Carmen Benavides, Isaías Garcia, Ángel Alonso, Francisco Rodriguez
A web-based multi-agent system approach to document engineering. Int. J. Web Eng. Technol. 1 (4) (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

José Ramón Villar