José Ramón Villar

108 papers B 1C 9Misc 20Journal 36Unranked 40
YearRankTypeTitle / Venue / Authors
2024 — conf
Multi-robot Path Planning Problem Applied to Real World Enviroment.
SOCO (1)
Enol García González, José Ramón Villar, Manuel Luis González Hernandez, Javier Sedano
2023 J jnl
Computational-based biomarkers for mental and emotional health.
Neural Comput. Appl.
José Ramón Villar, Ainhoa Yera, Beatriz García-López
2023 — conf
FAS-CT: FPGA-Based Acceleration System with Continuous Training.
FedCSIS (Communication Papers)
Manuel Luis González Hernandez, Jorge Ruiz, Randy Lozada, Erik Sebastian Skibinsky Gitlin, Ángel Miguel García-Vico, Javier Sedano, José Ramón Villar
2022 — conf
Case-Based Reasoning for the Prediction of Flash Flood.
SOCO
Enrique Fernádez, José Ramón Villar, Alberto Navarro, Javier Sedano
2022 — conf
Introducing Intelligence to the Semantic Analysis of Canadian Maritime Case Law: Case Based Reasoning Approach.
SOCO
Bola Abimbola, Qing Tan, José Ramón Villar
2021 — conf
A Comparison of Techniques for Virtual Concept Drift Detection.
SOCO
Manuel Luis González Hernandez, Javier Sedano, Ángel Miguel García-Vico, José Ramón Villar
2021 — conf
A First Prototype of an Emotional Smart Speaker.
SOCO
Enrique A. de la Cal, Alberto Gallucci, José Ramón Villar, Kaori Yoshida, Mario Koeppen
2021 Misc conf
A Hybrid Bio-Inspired Tabu Search Clustering Approach.
HAIS
Dragan Simic, Zorana Bankovic, José Ramón Villar, José Luís Calvo-Rolle, Svetislav D. Simic, Svetlana Simic
2021 J jnl
A hybrid fuzzy clustering approach for diagnosing primary headache disorder.
Log. J. IGPL
Svetlana Simic, Zorana Bankovic, José Ramón Villar, Dragan Simic, Svetislav D. Simic
2021 — conf
An affordable Airborne Ultrasonic Sensor for Predictive Maintenance Applications.
I2MTC
José Ramón Blanco, Juan Menéndez, Francisco Javier Ferrero, Alberto López, José Ramón Villar
2021 J jnl
An ensemble solution for multivariate time series clustering.
Neurocomputing
Iago Xabier Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic, Enrique A. de la Cal
2021 J jnl
Autonomous on-wrist acceleration-based fall detection systems: unsolved challenges.
Neurocomputing
José Ramón Villar, Camelia Chira, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Samad Barri Khojasteh
2021 — conf
EOG Signal Compression Using Turning Point Algorithm.
I2MTC
Alberto López, Francisco Javier Ferrero Martín, José Ramón Villar
2021 — conf
Low-Cost Deep Learning-Based Prototype for Automatic Identification of Traffic Signs in Vehicles.
SOCO
Enol García González, José Ramón Villar, Enrique A. de la Cal
2021 J jnl
Mixing user-centered and generalized models for Fall Detection.
Neurocomputing
Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Samad Barri Khojasteh
2021 Misc conf
Simple Meta-optimization of the Feature MFCC for Public Emotional Datasets Classification.
HAIS
Enrique A. de la Cal, Alberto Gallucci, José Ramón Villar, Kaori Yoshida, Mario Koeppen
2021 Misc conf
Transfer Learning Study for Horses Breeds Images Datasets Using Pre-trained ResNet Networks.
HAIS
Enrique A. de la Cal, Enol García González, José Ramón Villar
2020 — conf
A Comparison of Multivariate Time Series Clustering Methods.
SOCO
Iago Xabier Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic
2020 Misc conf
A Hybrid Bio-inspired Clustering Approach for Diagnosing Children with Primary Headache Disorder.
HAIS
Svetlana Simic, Sladana Sakac, Zorana Bankovic, José Ramón Villar, Svetislav D. Simic, Dragan Simic
2020 — conf
A Preliminary Study for Automatic Activity Labelling on an Elder People ADL Dataset.
SOCO
Enrique A. de la Cal, Mirko Fáñez, Alvaro DaSilva, José Ramón Villar, Javier Sedano, Víctor M. González Suárez
2020 Misc conf
A Simple Classification Ensemble for ADL and Falls.
HAIS
Enrique A. de la Cal, Mirko Fáñez, Mario Villar, José Ramón Villar, Víctor M. González Suárez
2020 J jnl
Design issues in Time Series dataset balancing algorithms.
Neural Comput. Appl.
Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Álvaro Herrero, Javier Sedano
2020 Misc conf
Fall Detection Based on Local Peaks and Machine Learning.
HAIS
José Ramón Villar, Mario Villar, Mirko Fáñez, Enrique A. de la Cal, Javier Sedano
2020 Misc conf
Stroke Rehabilitation: Detection of Finger Movements.
HAIS
Diego Aranda-Orna, José Ramón Villar, Javier Sedano
2020 — conf
Synthesized A* Multi-robot Path Planning in an Indoor Smart Lab Using Distributed Cloud Computing.
SOCO
Morteza Kiadi, José Ramón Villar, Qing Tan
2020 — conf
Time Series Data Augmentation and Dropout Roles in Deep Learning Applied to Fall Detection.
SOCO
Enol García González, José Ramón Villar, Enrique A. de la Cal
2020 J jnl
Transfer learning and information retrieval applied to fall detection.
Expert Syst. J. Knowl. Eng.
Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Víctor Manuel González Suárez
2019 Misc conf
A Hybrid Automatic Classification Model for Skin Tumour Images.
HAIS
Svetlana Simic, Svetislav D. Simic, Zorana Bankovic, Milana Ivkov-Simic, José Ramón Villar, Dragan Simic
2019 — conf
A Preliminary Study on Multivariate Time Series Clustering.
SOCO
Iago Xabier Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic
2019 Misc conf
A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines.
HAIS
Iago Xabier Vázquez, José Ramón Villar, Javier Sedano, Svetlana Simic, Enrique A. de la Cal
2019 C conf
An Autonomous Fallers Monitoring Kit: Release 0.0.
ISDA
Enrique A. de la Cal, Alvaro DaSilva, Mirko Fáñez, José Ramón Villar, Javier Sedano, Víctor M. González Suárez
2019 — conf
DTW as Alignment Function in the Context of Time Series Balancing.
SOCO
Enrique A. de la Cal, José Ramón Villar, Javier Sedano
2019 — conf
Feature Clustering to Improve Fall Detection: A Preliminary Study.
SOCO
Mirko Fáñez, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano
2019 J jnl
Intelligent decision support to determine the best sensory guardrail locations.
Neurocomputing
Noelia Rico, Irene Díaz, José Ramón Villar, Enrique A. de la Cal
2019 C conf
Peak Detection Enhancement in Autonomous Wearable Fall Detection.
ISDA
Mario Villar, José Ramón Villar
2019 J jnl
Preliminary Study on the Detection of Apnea Episodes Through the Use of Dictionaries.
J. Multiple Valued Log. Soft Comput.
Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, María Luz Alonso Álvarez, Jerónimo González
2019 J jnl
User-centered fall detection using supervised, on-line learning and transfer learning.
Prog. Artif. Intell.
José Ramón Villar, Enrique A. de la Cal, Mirko Fáñez, Víctor M. González, Javier Sedano
2018 J jnl
Emerging Technologies: IoT, Big Data, and CPS with Sensory Systems.
J. Sensors
Qing Tan, Nashwa El-Bendary, Magdy A. Bayoumi, Xiaokun Zhang, Javier Sedano, José Ramón Villar
2018 Misc conf
Evaluation of a Wrist-Based Wearable Fall Detection Method.
HAIS
Samad Barri Khojasteh, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano, Harun Resit Yazgan
2018 — conf
Fall Detection Analysis Using a Real Fall Dataset.
SOCO-CISIS-ICEUTE
Samad Barri Khojasteh, José Ramón Villar, Enrique A. de la Cal, Víctor M. González, Javier Sedano
2018 Misc ed.
Hybrid Artificial Intelligent Systems - 13th International Conference, HAIS 2018, Oviedo, Spain, June 20-22, 2018, Proceedings
HAIS
Francisco Javier de Cos Juez, José Ramón Villar, Enrique A. de la Cal, Álvaro Herrero, Héctor Quintián, José Antonio Sáez, Emilio Corchado
2018 J jnl
Improving Fall Detection Using an On-Wrist Wearable Accelerometer.
Sensors
Samad Barri Khojasteh, José Ramón Villar, Camelia Chira, Víctor M. González, Enrique A. de la Cal
2017 — conf
A SMOTE Extension for Balancing Multivariate Epilepsy-Related Time Series Datasets.
SOCO-CISIS-ICEUTE
Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Javier Sedano, Álvaro Herrero
2017 J jnl
An IoT Platform for Epilepsy Monitoring and Supervising.
J. Sensors
Paula M. Vergara, Enrique A. de la Cal, José Ramón Villar, Víctor M. González, Javier Sedano
2017 J jnl
Identification of abnormal movements with 3D accelerometer sensors for seizure recognition.
J. Appl. Log.
José Ramón Villar, Manuel Menéndez, Enrique A. de la Cal, Javier Sedano, Víctor M. González
2017 J jnl
Key features for the characterization of Android malware families.
Log. J. IGPL
Javier Sedano, Silvia González, Camelia Chira, Álvaro Herrero, Emilio Corchado, José Ramón Villar
2017 Misc conf
Spanish Road Fork Traffic Analysis and Modelling.
HAIS
Irene Díaz, José Ramón Villar, Enrique A. de la Cal
2016 — conf
Characterization of Android Malware Families by a Reduced Set of Static Features.
SOCO-CISIS-ICEUTE
Javier Sedano, Camelia Chira, Silvia González, Álvaro Herrero, Emilio Corchado, José Ramón Villar
2016 Misc conf
Comparing ACO Approaches in Epilepsy Seizures.
HAIS
Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano
2016 J jnl
Gene clustering for time-series microarray with production outputs.
Soft Comput.
Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Carlos Prieto
2016 J jnl
Generalized Models for the Classification of Abnormal Movements in Daily Life and its Applicability to Epilepsy Convulsion Recognition.
Int. J. Neural Syst.
José Ramón Villar, Paula M. Vergara, Manuel Menéndez, Enrique A. de la Cal, Víctor M. González, Javier Sedano
2016 — conf
Learning Fuzzy Models with a SAX-based Partitioning for Simulated Seizure Recognition.
SOCO-CISIS-ICEUTE
Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano
2016 J jnl
Pre-Clinical Study on the Detection of Simulated Epileptic Seizures.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Paula M. Vergara, José Ramón Villar, Enrique A. de la Cal, Manuel Menéndez, Javier Sedano
2015 — conf
A Preliminary Cooperative Genetic Fuzzy Proposal for Epilepsy Identification Using Wearable Devices.
SOCO
Enrique A. de la Cal, José Ramón Villar, Paula M. Vergara, Javier Sedano, Álvaro Herrero
2015 J jnl
A hybrid intelligent recognition system for the early detection of strokes.
Integr. Comput. Aided Eng.
José Ramón Villar, Camelia Chira, Javier Sedano, Silvia González, José M. Trejo
2015 — conf
Analyzing Accelerometer Data for Epilepsy Episode Recognition.
SOCO
José Ramón Villar, Manuel Menéndez, Javier Sedano, Enrique A. de la Cal, Víctor M. González
2015 J jnl
Features and models for human activity recognition.
Neurocomputing
Silvia González, Javier Sedano, José Ramón Villar, Emilio Corchado, Álvaro Herrero, Bruno Baruque
2015 — conf
Heuristics for Apnea Episodes Recognition.
SOCO
Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, María Luz Alonso Álvarez, Jerónimo González
2015 J jnl
Improving Human Activity Recognition and its Application in Early Stroke Diagnosis.
Int. J. Neural Syst.
José Ramón Villar, Silvia González, Javier Sedano, Camelia Chira, José M. Trejo-Gabriel-Galan
2015 — conf
On the Selection of Key Features for Android Malware Characterization.
CISIS-ICEUTE
Javier Sedano, Camelia Chira, Silvia González, Álvaro Herrero, Emilio Corchado, José Ramón Villar
2015 — conf
Shape-Output Gene Clustering for Time Series Microarrays.
SOCO
Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Carlos Prieto
2015 J jnl
Simple heuristics for enhancing GP learning.
Log. J. IGPL
José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo
2014 J jnl
A Cluster Merging Method for Time Series microarray with production Values.
Int. J. Neural Syst.
Camelia Chira, Javier Sedano, Monica Camara, Carlos Prieto, José Ramón Villar, Emilio Corchado
2014 C conf
Data Analysis for Detecting a Temporary Breath Inability Episode.
IDEAL
María Luz Alonso Álvarez, Silvia González, José Ramón Villar, Javier Sedano, Joaquín Terán, Estrella Ordax Carbajo, María Jesús Coma del Corral
2014 Misc conf
Hybrid Systems for Analyzing the Movements during a Temporary Breath Inability Episode.
HAIS
María Luz Alonso Álvarez, Silvia González, Javier Sedano, Joaquín Terán, José Ramón Villar, Estrella Ordax Carbajo, María Jesús Coma del Corral
2014 J jnl
Urban bicycles renting systems: Modelling and optimization using nature-inspired search methods.
Neurocomputing
Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Emilio Corchado
2013 Misc conf
A Preliminary Study on Early Diagnosis of Illnesses Based on Activity Disturbances.
DCAI
Silvia González, José Ramón Villar, Javier Sedano, Camelia Chira
2013 J jnl
An intelligent route management system for electric vehicle charging.
Integr. Comput. Aided Eng.
Javier Sedano, Camelia Chira, José Ramón Villar, Eva M. Ambel
2013 — conf
Gene Clustering in Time Series Microarray Analysis.
SOCO-CISIS-ICEUTE
Camelia Chira, Javier Sedano, José Ramón Villar, Carlos Prieto, Emilio Corchado
2013 Misc conf
Human Activity Recognition and Feature Selection for Stroke Early Diagnosis.
HAIS
José Ramón Villar, Silvia González, Javier Sedano, Camelia Chira, José M. Trejo
2012 — conf
Comparison of Fuzzy Functions for Low Quality Data GAP Algorithms.
HAIS (2)
Enrique A. de la Cal, José Ramón Villar, Marco Antonio García Tamargo, Javier Sedano
2012 J jnl
Learning and training techniques in fuzzy control for energy efficiency in buildings.
Log. J. IGPL
Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado, Enrique A. de la Cal
2012 C conf
Merge Method for Shape-Based Clustering in Time Series Microarray Analysis.
IDEAL
Irene Barbero, Camelia Chira, Javier Sedano, Carlos Prieto, José Ramón Villar, Emilio Corchado
2012 J jnl
Meta-heuristic improvements applied for steel sheet incremental cold shaping.
Memetic Comput.
José Ramón Villar, Silvia González, Javier Sedano, Emilio Corchado, Laura Puigpinós, Joaquim Ciurana
2012 J jnl
Multi-objective learning of white box models with low quality data.
Neurocomputing
José Ramón Villar, Alba Berzosa, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo
2012 J jnl
Optimizing the operating conditions in a high precision industrial process using soft computing techniques.
Expert Syst. J. Knowl. Eng.
Emilio Corchado, Javier Sedano, Leticia Curiel, José Ramón Villar
2011 — conf
A hybrid evolutionary approach to the management of Bicycle Renting Systems.
NaBIC
Camelia Chira, Javier Sedano, Monica Camara, José Ramón Villar, Emilio Corchado
2011 — conf
An Study of the Tree Generation Algorithms in Equation Based Model Learning with Low Quality Data.
HAIS (2)
Alba Berzosa, José Ramón Villar, Javier Sedano, Marco Antonio García Tamargo, Enrique A. de la Cal
2011 C conf
Evolutionary model support for Urban Bicycles Renting Systems.
ISDA
Camelia Chira, Javier Sedano, José Ramón Villar, Monica Camara, Emilio Corchado
2011 — conf
Intelligent operating conditions design by means of bio-inspired models.
NaBIC
José Ramón Villar, Javier Sedano, Emilio Corchado, Vicente Vera, Beatriz Hernando, Raquel Redondo
2011 J jnl
Optimising operational costs using Soft Computing techniques.
Integr. Comput. Aided Eng.
Javier Sedano, Alba Berzosa, José Ramón Villar, Emilio Corchado, Enrique A. de la Cal
2011 C conf
Soft Computing Decision Support for a Steel Sheet Incremental Cold Shaping Process.
IDEAL
José Ramón Villar, Javier Sedano, Emilio Corchado, Laura Puigpinós
2011 — conf
Steel Sheet Incremental Cold Shaping Improvements Using Hybridized Genetic Algorithms with Support Vector Machines and Neural Networks.
NICSO
Laura Puigpinós, José Ramón Villar, Javier Sedano, Emilio Corchado, Joaquim Ciurana
2011 — conf
Tree Generation Methods Comparison in GAP Problems with Low Quality Data.
SOCO
Alba Berzosa, José Ramón Villar, Javier Sedano, Marco Antonio García Tamargo
2010 J jnl
A feature selection method using a fuzzy mutual information measure.
Int. J. Reason. based Intell. Syst.
María del Rosario Suárez, José Ramón Villar, Javier Grande
2010 J jnl
A soft computing method for detecting lifetime building thermal insulation failures.
Integr. Comput. Aided Eng.
Javier Sedano, Leticia Curiel, Emilio Corchado, Enrique A. de la Cal, José Ramón Villar
2010 — conf
Analysing the Low Quality of the Data in Lighting Control Systems.
HAIS (1)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo
2010 — conf
Evaluating the Low Quality Measurements in Lighting Control Systems.
SOCO
José Ramón Villar, Enrique A. de la Cal, Javier Sedano, Marco Antonio García Tamargo
2010 — conf
Improving enterprise resource planning results using knowledge extraction and learning.
NaBIC
Alba Berzosa, Javier Sedano, José Ramón Villar, Marco Antonio García Tamargo, Emilio Corchado
2010 — conf
Low Quality Data Management for Optimising Energy Efficiency in Distributed Agents.
PAAMS (Special Sessions and Workshops)
José Ramón Villar, Enrique A. de la Cal, Javier Sedano
2010 — conf
Modelling of Heat Flux in Building Using Soft-Computing Techniques.
IEA/AIE (3)
Javier Sedano, José Ramón Villar, Leticia Curiel, Enrique A. de la Cal, Emilio Corchado
2010 — conf
Scalability of a Methodology for Generating Technical Trading Rules with GAPs Based on Risk-Return Adjustment and Incremental Training.
HAIS (2)
Enrique A. de la Cal, E. M. Fernández, Raquel Quiroga, José Ramón Villar, Javier Sedano
2009 — ch.
A Soft Computing System for Modelling the Manufacture of Steel Components.
Computer Recognition Systems 3
Andrés Bustillo, Javier Sedano, Leticia Curiel, José Ramón Villar, Emilio Corchado
2009 — conf
A Soft Computing System to Perform Face Milling Operations.
IWANN (2)
Raquel Redondo, Pedro Santos, Andrés Bustillo, Javier Sedano, José Ramón Villar, Maritza Correa, José Ramón Alique, Emilio Corchado
2009 Misc conf
A Thermodynamical Model Study for an Energy Saving Algorithm.
HAIS
Enrique A. de la Cal, José Ramón Villar, Javier Sedano
2009 J jnl
A fuzzy logic based efficient energy saving approach for domestic heating systems.
Integr. Comput. Aided Eng.
José Ramón Villar, Enrique A. de la Cal, Javier Sedano
2009 Misc conf
Efficiency in Electrical Heating Systems: An MAS Real World Application.
PAAMS
José Ramón Villar, Roberto Pérez, Enrique A. de la Cal, Javier Sedano
2009 C conf
Improving Energy Efficiency in Buildings Using Machine Intelligence.
IDEAL
Javier Sedano, José Ramón Villar, Leticia Curiel, Enrique A. de la Cal, Emilio Corchado
2009 Misc conf
Unsupervised Feature Selection in High Dimensional Spaces and Uncertainty.
HAIS
José Ramón Villar, María del Rosario Suárez, Javier Sedano, Felipe Mateos
2008 — ch.
A Feature Selection Method Using a Fuzzy Mutual Information Measure.
Innovations in Hybrid Intelligent Systems
Javier Grande, María del Rosario Suárez, José Ramón Villar
2008 C conf
AI for Modelling the Laser Milling of Copper Components.
IDEAL
Andrés Bustillo, Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado
2008 — conf
Conventional Methods and AI models for Solving an Industrial an Industrial Problem.
EMS
Andrés Bustillo, Javier Sedano, José Ramón Villar, Leticia Curiel, Emilio Corchado
2008 Misc conf
Minimizing Energy Consumption in Heating Systems under Uncertainty.
HAIS
José Ramón Villar, Enrique A. de la Cal, Javier Sedano
2008 J jnl
Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data.
Int. J. Approx. Reason.
Luciano Sánchez, M. Rosario Suárez, José Ramón Villar, Inés Couso
2008 J jnl
Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithms.
Inf. Sci.
Luciano Sánchez, José Ramón Villar
2007 C conf
Energy Saving by Means of Fuzzy Systems.
IDEAL
José Ramón Villar, Enrique A. de la Cal, Javier Sedano
2007 B conf
Some Results about Mutual Information-based Feature Selection and Fuzzy Discretization of Vague Data.
FUZZ-IEEE
Luciano Sánchez, María del Rosario Suárez, José Ramón Villar, Inés Couso
2004 J jnl
A web-based multi-agent system approach to document engineering.
Int. J. Web Eng. Technol.
José Ramón Villar, Carmen Benavides, Isaías García, Ángel Alonso, Francisco Rodriguez