José R. Villar

According to our database, José R. Villar authored at least 144 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A hybrid methodology for anomaly detection in Cyber-Physical Systems.

Nicholas Jeffrey, Qing Tan, José R. Villar

Neurocomputing, February, 2024

A Short Analysis of Hybrid Approaches in COVID‑19 for Detection and Diagnosing.

Dragan Simic, Zorana Bankovic, José R. Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

A Comparison Procedure for the Evaluation of Metaheuristics.

Enol García González, José R. Villar, Javier Sedano

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

Batch-Balancing Improvement with Data Augmentation Techniques for Clinical Electroencephalographic Data.

David Fernández-Madera González, Fernando Moncada Martins, Víctor M. González, José R. Villar, Beatriz García-López, Ana Isabel Gómez-Menéndez

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

The Impact of Data Annotations on the Performance of Object Detection Models in Icon Detection for GUI Images.

Madalina Dicu, Enol García González, Camelia Chira, José R. Villar

Proceedings of the Hybrid Artificial Intelligent Systems - 19th International Conference, 2024

2023

A*-Based Co-Evolutionary Approach for Multi-Robot Path Planning with Collision Avoidance.

Morteza Kiadi, Enol García González, José R. Villar, Qing Tan

Cybern. Syst., April, 2023

Computational-based biomarkers for mental and emotional health.

José Ramón Villar, Ainhoa Yera, Beatriz García-López

Neural Comput. Appl., March, 2023

Virtual reality and machine learning in the automatic photoparoxysmal response detection.

Fernando Moncada Martins, Sofía Martín, Víctor M. González, Víctor M. Álvarez, Beatriz García-López, Ana Isabel Gómez-Menéndez, José R. Villar

Neural Comput. Appl., March, 2023

A three-stage hybrid clustering system for diagnosing children with primary headache disorder.

Svetlana Simic, Sladana Sakac, Zorana Bankovic, José R. Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Dragan Simic

Log. J. IGPL, March, 2023

A low-power HAR method for fall and high-intensity ADLs identification using wrist-worn accelerometer devices.

Enrique A. de la Cal, Mirko Fáñez, Mario Villar, José R. Villar, Víctor M. González

Log. J. IGPL, March, 2023

Data Augmentation Effects on Highly Imbalanced EEG Datasets for Automatic Detection of Photoparoxysmal Responses.

Fernando Moncada Martins, Víctor Manuel González Suárez, José Ramón Villar Flecha, Beatriz García-López

Sensors, February, 2023

An efficient multi-robot path planning solution using A* and coevolutionary algorithms.

Enol García González, José R. Villar, Qing Tan, Javier Sedano, Camelia Chira

Integr. Comput. Aided Eng., 2023

Comparison of classification techniques for the control of EOG-based HCIs.

Alberto López, José R. Villar, Marta Fernández, Francisco Javier Ferrero

Biomed. Signal Process. Control., 2023

An Approach of Optimisation in Last Mile Delivery.

Dragan Simic, José Luís Calvo-Rolle, José R. Villar, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Neuron Characterization in Complex Cultures Using a Combined YOLO and U-Net Segmentation Approach.

Paula Puerta, Berke Öztürk, Samad Barri Khojasteh, Víctor M. González, José R. Villar, Esther Serrano-Pertierra, Antonello Novelli, María Teresa Fernández-Sánchez, Ángel Río-Álvarez

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

Multi-objective Optimization for Multi-Robot Path Planning on Warehouse Environments.

Enol García González, José R. Villar, Camelia Chira, Enrique A. de la Cal, Luciano Sánchez, Javier Sedano

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

The Analysis of Hybrid Brain Storm Optimisation Approaches in Feature Selection.

Dragan Simic, Zorana Bankovic, José R. Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

Analysis of Frequency Bands in Electroencephalograms for Automatic Detection of Photoparoxysmal Responses.

Fernando Moncada Martins, Víctor M. González, José R. Villar, Beatriz García-López, Ana Isabel Gómez-Menéndez

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023

FAS-CT: FPGA-Based Acceleration System with Continuous Training.

Manuel Luis González Hernandez, Jorge Ruiz, Randy Lozada, Erik Sebastian Skibinsky Gitlin, Ángel Miguel García-Vico, Javier Sedano, José Ramón Villar

Proceedings of the Communication Papers of the 18th Conference on Computer Science and Intelligence Systems, 2023

Intrusion Detection and Prevention in Industrial Internet of Things: A Study.

Nicholas Jeffrey, Qing Tan, José R. Villar

Proceedings of the International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023), 2023

2022

Towards effective detection of elderly falls with CNN-LSTM neural networks.

Enol García González, Mario Villar, Mirko Fáñez, José R. Villar, Enrique A. de la Cal, Sung-Bae Cho

Neurocomputing, 2022

Special Issue on Hybrid Artificial Intelligence Systems from HAIS 2020 Conference.

Enrique A. de la Cal, José R. Villar, Héctor Quintián, Emilio Corchado

Neurocomputing, 2022

Deep Convolutional Neural Networks on Automatic Classification for Skin Tumour Images.

Svetlana Simic, Svetislav D. Simic, Zorana Bankovic, Milana Ivkov-Simic, José R. Villar, Dragan Simic

Log. J. IGPL, 2022

Improving wearable-based fall detection with unsupervised learning.

Mirko Fáñez, José R. Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano

Log. J. IGPL, 2022

Fine-Tuning of Optimisation Parameters in a Firefly Algorithm in Inventory Management.

Dragan Simic, José Luís Calvo-Rolle, José R. Villar, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic

Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Anomaly Detection of Security Threats to Cyber-Physical Systems: A Study.

Nicholas Jeffrey, Qing Tan, José R. Villar

Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Case-Based Reasoning for the Prediction of Flash Flood.

Enrique Fernádez, José Ramón Villar, Alberto Navarro, Javier Sedano

Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Introducing Intelligence to the Semantic Analysis of Canadian Maritime Case Law: Case Based Reasoning Approach.

Bola Abimbola, Qing Tan, José Ramón Villar

Proceedings of the 17th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2022), 2022

Performance/Resources Comparison of Hardware Implementations on Fully Connected Network Inference.

Randy Lozada, Jorge Ruiz, Manuel Luis González Hernandez, Javier Sedano, José R. Villar, Ángel Miguel García-Vico, Erik S. Skibinsky-Gitlin

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

An Analysis on Hybrid Brain Storm Optimisation Algorithms.

Dragan Simic, Zorana Bankovic, José R. Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic

Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

A Comparison of Machine Learning Techniques for the Detection of Type-4 PhotoParoxysmal Responses in Electroencephalographic Signals.

Fernando Moncada Martins, Víctor M. González, Beatriz García-López, Víctor Álvarez, José R. Villar

Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

A Comparison of Meta-heuristic Based Optimization Methods Using Standard Benchmarks.

Enol García González, José R. Villar, Camelia Chira, Javier Sedano

Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022

2021

Autonomous on-wrist acceleration-based fall detection systems: unsolved challenges.

José Ramón Villar, Camelia Chira, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Samad Barri Khojasteh

Neurocomputing, 2021

An ensemble solution for multivariate time series clustering.

Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic, Enrique A. de la Cal

Neurocomputing, 2021

Mixing user-centered and generalized models for Fall Detection.

Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Samad Barri Khojasteh

Neurocomputing, 2021

A hybrid fuzzy clustering approach for diagnosing primary headache disorder.

Svetlana Simic, Zorana Bankovic, José Ramón Villar, Dragan Simic, Svetislav D. Simic

Log. J. IGPL, 2021

Editorial: Special issue HAIS 2018.

José Ramón Villar Flecha, Enrique A. de la Cal, Francisco Javier de Cos Juez, Héctor Quintián, Emilio Corchado

Log. J. IGPL, 2021

A New Information Infrastructure Approach for End-To-End Supply Chain Management.

Dragan Simic, José Luís Calvo-Rolle, José R. Villar, Vladimir Ilin, Svetislav D. Simic, Svetlana Simic

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

VR-Photosense: A Virtual Reality Photic Stimulation Interface for the Study of Photosensitivity.

Sofía Martín, Víctor Álvarez, Beatriz García-López, Víctor M. González, José R. Villar

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Low-Cost Deep Learning-Based Prototype for Automatic Identification of Traffic Signs in Vehicles.

Enol García González, José Ramón Villar, Enrique A. de la Cal

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

A Comparison of Techniques for Virtual Concept Drift Detection.

Manuel Luis González Hernandez, Javier Sedano, Ángel Miguel García-Vico, José Ramón Villar

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

A First Prototype of an Emotional Smart Speaker.

Enrique A. de la Cal, Alberto Gallucci, José Ramón Villar, Kaori Yoshida, Mario Koeppen

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

EOG Signal Compression Using Turning Point Algorithm.

Alberto López, Francisco Javier Ferrero Martín, José Ramón Villar

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

An affordable Airborne Ultrasonic Sensor for Predictive Maintenance Applications.

José Ramón Blanco, Juan Menéndez, Francisco Javier Ferrero, Alberto López, José Ramón Villar

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

A Hybrid Bio-Inspired Tabu Search Clustering Approach.

Dragan Simic, Zorana Bankovic, José Ramón Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

A Comparison of Blink Removal Techniques in EEG Signals.

Fernando Moncada Martins, Víctor M. González, Beatriz García-López, Víctor Álvarez, José R. Villar

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Simple Meta-optimization of the Feature MFCC for Public Emotional Datasets Classification.

Enrique A. de la Cal, Alberto Gallucci, José Ramón Villar, Kaori Yoshida, Mario Koeppen

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Transfer Learning Study for Horses Breeds Images Datasets Using Pre-trained ResNet Networks.

Enrique A. de la Cal, Enol García González, José Ramón Villar

Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

A Preliminary Study on Automatic Detection and Filtering of Artifacts from EEG Signals.

Fernando Moncada Martins, Víctor M. González, Víctor Álvarez, Beatriz García-López, José R. Villar

Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020

Special issue SOCO 2017: AI and ML applied to Health Sciences (MLHS).

Francisco Javier de Cos Juez, Michal Wozniak, Juan Albino Méndez, José Ramón Villar Flecha

Neural Comput. Appl., 2020

Design issues in Time Series dataset balancing algorithms.

Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Álvaro Herrero, Javier Sedano

Neural Comput. Appl., 2020

Transfer learning and information retrieval applied to fall detection.

Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Víctor Manuel González Suárez

Expert Syst. J. Knowl. Eng., 2020

A Comparison of Multivariate Time Series Clustering Methods.

Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

Synthesized A* Multi-robot Path Planning in an Indoor Smart Lab Using Distributed Cloud Computing.

Morteza Kiadi, José Ramón Villar, Qing Tan

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

Time Series Data Augmentation and Dropout Roles in Deep Learning Applied to Fall Detection.

Enol García González, José Ramón Villar, Enrique A. de la Cal

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset.

Enrique A. de la Cal, Mirko Fáñez, Alvaro DaSilva, José Ramón Villar, Javier Sedano, Víctor M. González Suárez

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

Fall Detection Based on Local Peaks and Machine Learning.

José Ramón Villar, Mario Villar, Mirko Fáñez, Enrique A. de la Cal, Javier Sedano

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

A Hybrid Bio-inspired Clustering Approach for Diagnosing Children with Primary Headache Disorder.

Svetlana Simic, Sladana Sakac, Zorana Bankovic, José Ramón Villar, Svetislav D. Simic, Dragan Simic

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

A Simple Classification Ensemble for ADL and Falls.

Enrique A. de la Cal, Mirko Fáñez, Mario Villar, José Ramón Villar, Víctor M. González Suárez

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

Stroke Rehabilitation: Detection of Finger Movements.

Diego Aranda-Orna, José Ramón Villar, Javier Sedano

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2019

User-centered fall detection using supervised, on-line learning and transfer learning.

José Ramón Villar, Enrique A. de la Cal, Mirko Fáñez, Víctor M. González, Javier Sedano

Prog. Artif. Intell., 2019

Preliminary Study on the Detection of Apnea Episodes Through the Use of Dictionaries.

Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, María Luz Alonso Álvarez, Jerónimo González

J. Multiple Valued Log. Soft Comput., 2019

Intelligent decision support to determine the best sensory guardrail locations.

Noelia Rico, Irene Díaz, José Ramón Villar, Enrique A. de la Cal

Neurocomputing, 2019

A Preliminary Study on Multivariate Time Series Clustering.

Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic

Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Feature Clustering to Improve Fall Detection: A Preliminary Study.

Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano

Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

DTW as Alignment Function in the Context of Time Series Balancing.

Enrique A. de la Cal, José Ramón Villar, Javier Sedano

Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019

Peak Detection Enhancement in Autonomous Wearable Fall Detection.

Mario Villar, José Ramón Villar

Proceedings of the Intelligent Systems Design and Applications, 2019

An Autonomous Fallers Monitoring Kit: Release 0.0.

Enrique A. de la Cal, Alvaro DaSilva, Mirko Fáñez, José Ramón Villar, Javier Sedano, Víctor M. González Suárez

Proceedings of the Intelligent Systems Design and Applications, 2019

A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines.

Iago Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic, Enrique A. de la Cal

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

A Hybrid Automatic Classification Model for Skin Tumour Images.

Svetlana Simic, Svetislav D. Simic, Zorana Bankovic, Milana Ivkov-Simic, José Ramón Villar, Dragan Simic

Proceedings of the Hybrid Artificial Intelligent Systems - 14th International Conference, 2019

2018

Improving Fall Detection Using an On-Wrist Wearable Accelerometer.

Samad Barri Khojasteh, José Ramón Villar, Camelia Chira, Víctor M. González, Enrique A. de la Cal

Sensors, 2018

Emerging Technologies: IoT, Big Data, and CPS with Sensory Systems.

Qing Tan, Nashwa El-Bendary, Magdy A. Bayoumi, Xiaokun Zhang, Javier Sedano, José Ramón Villar

J. Sensors, 2018

Fall Detection Analysis Using a Real Fall Dataset.

Samad Barri Khojasteh, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano

Proceedings of the International Joint Conference SOCO'18-CISIS'18-ICEUTE'18, 2018

Evaluation of a Wrist-Based Wearable Fall Detection Method.

Samad Barri Khojasteh, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Harun Resit Yazgan

Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017

An IoT Platform for Epilepsy Monitoring and Supervising.

Paula M. Vergara, Enrique A. de la Cal, José Ramón Villar, Víctor M. González, Javier Sedano

J. Sensors, 2017

Identification of abnormal movements with 3D accelerometer sensors for seizure recognition.

José Ramón Villar, Manuel Menéndez, Enrique A. de la Cal, Javier Sedano, Víctor M. González

J. Appl. Log., 2017

Key features for the characterization of Android malware families.

Javier Sedano, Silvia González, Camelia Chira, Álvaro Herrero, Emilio Corchado, José Ramón Villar

Log. J. IGPL, 2017

A SMOTE Extension for Balancing Multivariate Epilepsy-Related Time Series Datasets.

Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Javier Sedano, Álvaro Herrero

Proceedings of the International Joint Conference SOCO'17-CISIS'17-ICEUTE'17, 2017

Spanish Road Fork Traffic Analysis and Modelling.

Irene Díaz, José Ramón Villar, Enrique A. de la Cal

Proceedings of the Hybrid Artificial Intelligent Systems - 12th International Conference, 2017

2016

Gene clustering for time-series microarray with production outputs.

Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Carlos Prieto

Soft Comput., 2016

Pre-Clinical Study on the Detection of Simulated Epileptic Seizures.

Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2016

Generalized Models for the Classification of Abnormal Movements in Daily Life and its Applicability to Epilepsy Convulsion Recognition.

José Ramón Villar, Paula M. Vergara, Manuel Menéndez, Enrique A. de la Cal, Víctor M. González, Javier Sedano

Int. J. Neural Syst., 2016

Learning Fuzzy Models with a SAX-based Partitioning for Simulated Seizure Recognition.

Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano

Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Characterization of Android Malware Families by a Reduced Set of Static Features.

Javier Sedano, Camelia Chira, Silvia González, Álvaro Herrero, Emilio Corchado, José Ramón Villar

Proceedings of the International Joint Conference SOCO'16-CISIS'16-ICEUTE'16, 2016

Comparing ACO Approaches in Epilepsy Seizures.

Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano

Proceedings of the Hybrid Artificial Intelligent Systems - 11th International Conference, 2016

2015

Features and models for human activity recognition.

Silvia González, Javier Sedano, José Ramón Villar, Emilio Corchado, Álvaro Herrero, Bruno Baruque

Neurocomputing, 2015

Improving Human Activity Recognition and its Application in Early Stroke Diagnosis.

José Ramón Villar, Silvia González, Javier Sedano, Camelia Chira, José M. Trejo-Gabriel-Galan

Int. J. Neural Syst., 2015

Simple heuristics for enhancing GP learning.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo

Log. J. IGPL, 2015

A hybrid intelligent recognition system for the early detection of strokes.

José Ramón Villar, Camelia Chira, Javier Sedano, Silvia González, José M. Trejo

Integr. Comput. Aided Eng., 2015

Analyzing Accelerometer Data for Epilepsy Episode Recognition.

José Ramón Villar, Manuel Menéndez, Javier Sedano, Enrique A. de la Cal, Víctor M. González

Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

Heuristics for Apnea Episodes Recognition.

Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, María Luz Alonso Álvarez, Jerónimo González

Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

Shape-Output Gene Clustering for Time Series Microarrays.

Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Carlos Prieto

Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

A Preliminary Cooperative Genetic Fuzzy Proposal for Epilepsy Identification Using Wearable Devices.

Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Javier Sedano, Álvaro Herrero

Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

On the Selection of Key Features for Android Malware Characterization.

Javier Sedano, Camelia Chira, Silvia González, Álvaro Herrero, Emilio Corchado, José Ramón Villar

Proceedings of the International Joint Conference, 2015

2014

Urban bicycles renting systems: Modelling and optimization using nature-inspired search methods.

Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Emilio Corchado

Neurocomputing, 2014

A Cluster Merging Method for Time Series microarray with production Values.

Camelia Chira, Javier Sedano, Monica Camara, Carlos Prieto, José Ramón Villar, Emilio Corchado

Int. J. Neural Syst., 2014

Data Analysis for Detecting a Temporary Breath Inability Episode.

María Luz Alonso Álvarez, Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, Estrella Ordax Carbajo, María Jesús Coma del Corral

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Hybrid Systems for Analyzing the Movements during a Temporary Breath Inability Episode.

María Luz Alonso Álvarez, Silvia González, Javier Sedano, Joaquín Terán, José Ramón Villar, Estrella Ordax Carbajo, María Jesús Coma del Corral

Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013

An intelligent route management system for electric vehicle charging.

Javier Sedano, Camelia Chira, José Ramón Villar, Eva M. Ambel

Integr. Comput. Aided Eng., 2013

Gene Clustering in Time Series Microarray Analysis.

Camelia Chira, Javier Sedano, José Ramón Villar, Carlos Prieto, Emilio Corchado

Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Human Activity Recognition and Feature Selection for Stroke Early Diagnosis.

José Ramón Villar, Silvia González, Javier Sedano, Camelia Chira, José M. Trejo

Proceedings of the Hybrid Artificial Intelligent Systems - 8th International Conference, 2013

A Preliminary Study on Early Diagnosis of Illnesses Based on Activity Disturbances.

Silvia González, José Ramón Villar, Javier Sedano, Camelia Chira

Proceedings of the Distributed Computing and Artificial Intelligence, 2013

2012

Meta-heuristic improvements applied for steel sheet incremental cold shaping.

José Ramón Villar, Silvia González, Javier Sedano, Emilio Corchado, Laura Puigpinós, Joaquim Ciurana

Memetic Comput., 2012

Multi-objective learning of white box models with low quality data.

José Ramón Villar, Alba Berzosa, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo

Neurocomputing, 2012

Learning and training techniques in fuzzy control for energy efficiency in buildings.

Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado, Enrique A. de la Cal

Log. J. IGPL, 2012

Optimizing the operating conditions in a high precision industrial process using soft computing techniques.

Emilio Corchado, Javier Sedano, Leticia Curiel, José Ramón Villar

Expert Syst. J. Knowl. Eng., 2012

Merge Method for Shape-Based Clustering in Time Series Microarray Analysis.

Irene Barbero, Camelia Chira, Javier Sedano, Carlos Prieto, José Ramón Villar, Emilio Corchado

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Comparison of Fuzzy Functions for Low Quality Data GAP Algorithms.

Enrique A. de la Cal, José Ramón Villar, Marco Antonio García Tamargo, Javier Sedano

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011

Optimising operational costs using Soft Computing techniques.

Javier Sedano, Alba Berzosa, José Ramón Villar, Emilio Corchado, Enrique A. de la Cal

Integr. Comput. Aided Eng., 2011

Tree Generation Methods Comparison in GAP Problems with Low Quality Data.

Alba Berzosa, José Ramón Villar, Javier Sedano, Marco Antonio García Tamargo

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Steel Sheet Incremental Cold Shaping Improvements Using Hybridized Genetic Algorithms with Support Vector Machines and Neural Networks.

Laura Puigpinós, José Ramón Villar, Javier Sedano, Emilio Corchado, Joaquim Ciurana

Proceedings of the Nature Inspired Cooperative Strategies for Optimization, 2011

Intelligent operating conditions design by means of bio-inspired models.

José Ramón Villar, Javier Sedano, Emilio Corchado, Vicente Vera, Beatriz Hernando, Raquel Redondo

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

A hybrid evolutionary approach to the management of Bicycle Renting Systems.

Camelia Chira, Javier Sedano, Monica Camara, José Ramón Villar, Emilio Corchado

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Evolutionary model support for Urban Bicycles Renting Systems.

Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Emilio Corchado

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process.

José Ramón Villar, Javier Sedano, Emilio Corchado, Laura Puigpinós

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

An Study of the Tree Generation Algorithms in Equation Based Model Learning with Low Quality Data.

Alba Berzosa, José Ramón Villar, Javier Sedano, Marco Antonio García Tamargo, Enrique A. de la Cal

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010

Taximeter verification with GPS and soft computing techniques.

José R. Villar, Adolfo Otero, José Otero, Luciano Sánchez

Soft Comput., 2010

A feature selection method using a fuzzy mutual information measure.

María del Rosario Suárez, José Ramón Villar, Javier Grande

Int. J. Reason. based Intell. Syst., 2010

A soft computing method for detecting lifetime building thermal insulation failures.

Javier Sedano, Leticia Curiel, Emilio Corchado, Enrique A. de la Cal, José Ramón Villar

Integr. Comput. Aided Eng., 2010

Evaluating the Low Quality Measurements in Lighting Control Systems.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2010

Low Quality Data Management for Optimising Energy Efficiency in Distributed Agents.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano

Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

Improving enterprise resource planning results using knowledge extraction and learning.

Alba Berzosa, Javier Sedano, José Ramón Villar, Marco Antonio García Tamargo, Emilio Corchado

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Modelling of Heat Flux in Building Using Soft-Computing Techniques.

Javier Sedano, José Ramón Villar, Leticia Curiel, Enrique A. de la Cal, Emilio Corchado

Proceedings of the Trends in Applied Intelligent Systems, 2010

Analysing the Low Quality of the Data in Lighting Control Systems.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Scalability of a Methodology for Generating Technical Trading Rules with GAPs Based on Risk-Return Adjustment and Incremental Training.

Enrique A. de la Cal, E. M. Fernández, Raquel Quiroga, José Ramón Villar, Javier Sedano

Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

2009

A Soft Computing System for Modelling the Manufacture of Steel Components.

Andrés Bustillo, Javier Sedano, Leticia Curiel, José Ramón Villar, Emilio Corchado

Proceedings of the Computer Recognition Systems 3, 2009

The application of a two-step AI model to an automated pneumatic drilling process.

Javier Sedano, Emilio Corchado, Leticia Curiel Herrera, José Ramón Villar Flecha, Pedro Miguel Bravo

Int. J. Comput. Math., 2009

A fuzzy logic based efficient energy saving approach for domestic heating systems.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano

Integr. Comput. Aided Eng., 2009

Taximeter verification using imprecise data from GPS.

José R. Villar, Adolfo Otero, José Otero, Luciano Sánchez

Eng. Appl. Artif. Intell., 2009

Efficiency in Electrical Heating Systems: An MAS Real World Application.

José Ramón Villar, Roberto Pérez, Enrique A. de la Cal, Javier Sedano

Proceedings of the 7th International Conference on Practical Applications of Agents and Multi-Agent Systems, 2009

A Soft Computing System to Perform Face Milling Operations.

Raquel Redondo, Pedro Santos, Andrés Bustillo, Javier Sedano, José Ramón Villar, Maritza Correa, José Ramón Alique, Emilio Corchado

Proceedings of the Distributed Computing, 2009

Improving Energy Efficiency in Buildings Using Machine Intelligence.

Javier Sedano, José Ramón Villar, Leticia Curiel, Enrique A. de la Cal, Emilio Corchado

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty.

José Ramón Villar, María del Rosario Suárez, Javier Sedano, Felipe Mateos

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

A Thermodynamical Model Study for an Energy Saving Algorithm.

Enrique A. de la Cal, José Ramón Villar, Javier Sedano

Proceedings of the Hybrid Artificial Intelligence Systems, 4th International Conference, 2009

2008

A Feature Selection Method Using a Fuzzy Mutual Information Measure.

Javier Grande, María del Rosario Suárez, José Ramón Villar

Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithms.

Luciano Sánchez, José Ramón Villar

Inf. Sci., 2008

Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data.

Luciano Sánchez, M. Rosario Suárez, José Ramón Villar, Inés Couso

Int. J. Approx. Reason., 2008

AI for Modelling the Laser Milling of Copper Components.

Andrés Bustillo, Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado

Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Minimizing Energy Consumption in Heating Systems under Uncertainty.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano

Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

Conventional Methods and AI models for Solving an Industrial an Industrial Problem.

Andrés Bustillo, Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado

Proceedings of the EMS 2008, 2008

2007

Energy Saving by Means of Fuzzy Systems.

José Ramón Villar, Enrique A. de la Cal, Javier Sedano

Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Some Results about Mutual Information-based Feature Selection and Fuzzy Discretization of Vague Data.

Luciano Sánchez, María del Rosario Suárez, José Ramón Villar, Inés Couso

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Genetic Algorithms for Estimating Longest Path from Inherently Fuzzy Data Acquired with GPS.

José R. Villar, Adolfo Otero, José Otero, Luciano Sánchez

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

2004

A web-based multi-agent system approach to document engineering.

José Ramón Villar, Carmen Benavides, Isaías García, Ángel Alonso, Francisco Rodriguez

Int. J. Web Eng. Technol., 2004