| Artigo em revista |
- Svetlana Simic; José R. Villar; José Luis Calvo-Rolle; Slobodan R. Sekulic; Svetislav D. Simic; Dragan Simic. "An Application
of a Hybrid Intelligent System for Diagnosing Primary Headaches". International Journal of Environmental Research and Public
Health (2021): https://doi.org/10.3390/ijerph18041890.
10.3390/ijerph18041890
- Mirko Fañez; José R. Villar; Enrique Cal; Javier Sedano; Victor M. González. "Transfer learning and information retrieval
applied to fall detection". Expert Systems (2020): https://doi.org/10.1111/exsy.12522.
10.1111/exsy.12522
- Svetlana Simic; Tamara Rabi-Žikic; José R. Villar; José Luis Calvo-Rolle; Dragan Simic; Svetislav D. Simic. "Impact of Individual
Headache Types on the Work and Work Efficiency of Headache Sufferers". International Journal of Environmental Research
and Public Health (2020): https://doi.org/10.3390/ijerph17186918.
10.3390/ijerph17186918
- Alberto López; Francisco Ferrero; José Ramón Villar; Octavian Postolache. "High-Performance Analog Front-End (AFE) for EOG
Systems". Electronics 9 6 (2020): 970-970. https://doi.org/10.3390/electronics9060970.
10.3390/electronics9060970
- Svetlana Simic; Ljiljana Radmilo; José R. Villar; Aleksandar Kopitovic; Dragan Simic. "Hemicranial Cough-Induced Headache
as a First Symptom of a Carotid-Cavernous Fistula-Case Report". Medicina 56 4 (2020): 194-194. https://doi.org/10.3390/medicina56040194.
10.3390/medicina56040194
- José R. Villar; Enrique de la Cal; Mirko Fañez; Víctor M. González; Javier Sedano. "User-centered fall detection using supervised,
on-line learning and transfer learning". Progress in Artificial Intelligence 8 4 (2019): 453-474. https://doi.org/10.1007/s13748-019-00190-2.
10.1007/s13748-019-00190-2
- Noelia Rico; Irene Díaz; José R. Villar; Enrique de la Cal. "Intelligent decision support to determine the best sensory guardrail
locations". Neurocomputing (2019): https://doi.org/10.1016/j.neucom.2018.05.139.
10.1016/j.neucom.2018.05.139
- "Improving Fall Detection Using an On-Wrist Wearable Accelerometer". Sensors (2018): http://www.mdpi.com/1424-8220/18/5/1350.
10.3390/s18051350
- Qing Tan; Nashwa El-Bendary; Magdy A. Bayoumi; Xiaokun Zhang; Javier Sedano; José R. Villar. "Emerging Technologies: IoT,
Big Data, and CPS with Sensory Systems". Journal of Sensors (2018): https://doi.org/10.1155/2018/3407542.
10.1155/2018/3407542
- Paula M. Vergara; Enrique de la Cal; José R. Villar; Víctor M. González; Javier Sedano. "An IoT Platform for Epilepsy Monitoring
and Supervising". Journal of Sensors 2017 (2017): 1-18. https://doi.org/10.1155/2017/6043069.
10.1155/2017/6043069
- De La Cal, E.; García-Tamargo, M.; Sedano, J.; Villar, J.R.. "Comparison of fuzzy functions for low quality data GAP algorithms".
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
7209 LNAI PART 2 (2012): 339-349. http://www.scopus.com/inward/record.url?eid=2-s2.0-84858806780&partnerID=MN8TOARS.
10.1007/978-3-642-28931-6_33
- Corchado, E.; Curiel, L.; Sedano, J.; Villar, J.R.. "Optimizing the operating conditions in a high precision industrial process
using soft computing techniques". Expert Systems 29 3 (2012): 276-299. http://www.scopus.com/inward/record.url?eid=2-s2.0-84863648763&partnerID=MN8TOARS.
10.1111/j.1468-0394.2011.00588.x
- Berzosa, A.; García-Tamargo, M.; Sedano, J.; Villar, J.R.; de la Cal, E.. "Multi-objective learning of white box models with
low quality data". Neurocomputing 75 (2012): 219-225. http://www.scopus.com/inward/record.url?eid=2-s2.0-82455220257&partnerID=MN8TOARS.
10.1016/j.neucom.2011.02.025
- Corchado, E.; González, S.; Puigpinós, L.; Sedano, J.; Villar, J.R.; de Ciurana, J.. "Meta-heuristic improvements applied
for steel sheet incremental cold shaping". Memetic Computing 4 4 (2012): 249-261. http://www.scopus.com/inward/record.url?eid=2-s2.0-84869505429&partnerID=MN8TOARS.
10.1007/s12293-012-0100-4
- Barbero, I.; Chira, C.; Corchado, E.; Prieto, C.; Sedano, J.; Villar, J.R.. "Merge method for shape-based clustering in time
series microarray analysis". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence
and Lecture Notes in Bioinformatics) 7435 LNCS (2012): 834-841. http://www.scopus.com/inward/record.url?eid=2-s2.0-84865021344&partnerID=MN8TOARS.
10.1007/978-3-642-32639-4_99
- Corchado, E.; Curiel, L.; De la cal, E.A.; Sedano, J.; Villar, J.R.. "Learning and training techniques in fuzzy control for
energy efficiency in buildings". Logic Journal of the IGPL 20 4 (2012): 757-769. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864754283&partnerID=MN8TOARS.
10.1093/jigpal/jzr022
- Chira, C.; González, J.; Sedano, J.; Villar, J.R.. "Intelligent system for measuring stress: StressTIC". Dyna (Spain)
87 3 (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84863663955&partnerID=MN8TOARS.
- Berzosa, A.; Corchado, E.; De La Cal, E.; Sedano, J.; Villar, J.R.. "Optimising operational costs using Soft Computing techniques".
Integrated Computer-Aided Engineering 18 4 (2011): 313-325. http://www.scopus.com/inward/record.url?eid=2-s2.0-80053547953&partnerID=MN8TOARS.
10.3233/ICA-2011-0379
- Corchado, E.; Hernando, B.; Redondo, R.; Sedano, J.; Vera, V.; Villar, J.R.. "Intelligent operating conditions design by means
of bio-inspired models". Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC
2011 (2011): 608-613. http://www.scopus.com/inward/record.url?eid=2-s2.0-83755194789&partnerID=MN8TOARS.
10.1109/NaBIC.2011.6089731
- Chira, C.; Corchado, E.; Cámara, M.; Sedano, J.; Villar, J.R.. "Evolutionary model support for urban bicycles renting systems".
International Conference on Intelligent Systems Design and Applications, ISDA (2011): 819-824. http://www.scopus.com/inward/record.url?eid=2-s2.0-84857579849&partnerID=MN8TOARS.
10.1109/ISDA.2011.6121758
- Berzosa, A.; De La Cal, E.; García-Tamargo, M.; Sedano, J.; Villar, J.R.. "An study of the tree generation algorithms in equation
based model learning with low quality data". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial
Intelligence and Lecture Notes in Bioinformatics) 6679 LNAI PART 2 (2011): 84-91. http://www.scopus.com/inward/record.url?eid=2-s2.0-79957892692&partnerID=MN8TOARS.
10.1007/978-3-642-21222-2_11
- Chira, C.; Corchado, E.; Cámara, M.; Sedano, J.; Villar, J.R.. "A hybrid evolutionary approach to the management of bicycle
renting systems". Proceedings of the 2011 3rd World Congress on Nature and Biologically Inspired Computing, NaBIC 2011
(2011): 621-626. http://www.scopus.com/inward/record.url?eid=2-s2.0-83755173788&partnerID=MN8TOARS.
10.1109/NaBIC.2011.6089657
- Berzosa, A.; García-Tamargo, M.; Sedano, J.; Villar, J.R.. "Tree generation methods comparison in GAP problems with low quality
data". Advances in Intelligent and Soft Computing 87 (2011): 85-93. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052924660&partnerID=MN8TOARS.
10.1007/978-3-642-19644-7_10
- De Ciurana, J.; De Corchado, E.; Puigpinós, L.; Sedano, J.; Villar, J.R.. "Steel sheet incremental cold shaping improvements
using hybridized genetic algorithms with support vector machines and neural networks". Studies in Computational Intelligence
387 (2011): 323-332. http://www.scopus.com/inward/record.url?eid=2-s2.0-82555181214&partnerID=MN8TOARS.
10.1007/978-3-642-24094-2_22
- Corchado, E.; Puigpinós, L.; Sedano, J.; Villar, J.R.. "Soft computing decision support for a steel sheet incremental cold
shaping process". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture
Notes in Bioinformatics) 6936 LNCS (2011): 482-489. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052987132&partnerID=MN8TOARS.
10.1007/978-3-642-23878-9_57
- De La Cal, E.A.; Fernández, E.M.; Quiroga, R.; Sedano, J.; Villar, J.R.. "Scalability of a methodology for generating technical
trading rules with GAPs based on risk-return adjustment and incremental training". Lecture Notes in Computer Science (including
subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6077 LNAI PART 2 (2010): 143-150.
http://www.scopus.com/inward/record.url?eid=2-s2.0-77954606048&partnerID=MN8TOARS.
10.1007/978-3-642-13803-4_18
- Corchado, E.; Curiel, L.; De La Cal, E.; Sedano, J.; Villar, J.R.. "Modelling of heat flux in building using soft-computing
techniques". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture
Notes in Bioinformatics) 6098 LNAI PART 3 (2010): 636-645. http://www.scopus.com/inward/record.url?eid=2-s2.0-79551568107&partnerID=MN8TOARS.
10.1007/978-3-642-13033-5_65
- Berzosa, A.; Corchado, E.; Garcfía-Tamargo, M.; Sedano, J.; Villar, J.R.. "Improving Enterprise Resource Planning results
using knowledge extraction and learning". Proceedings - 2010 2nd World Congress on Nature and Biologically Inspired Computing,
NaBIC 2010 (2010): 340-344. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952774257&partnerID=MN8TOARS.
10.1109/NABIC.2010.5716273
- Corchado, E.; Curiel, L.; De La Cal, E.; Sedano, J.; Villar, J.R.. "Detection of heat flux failures in building using a soft
computing diagnostic system". Neural Network World 20 7 (2010): 883-898. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952126093&partnerID=MN8TOARS.
- De La Cal, E.; García-Tamargo, M.; Sedano, J.; Villar, J.R.. "Analysing the low quality of the data in lighting control systems".
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
6076 LNAI PART 1 (2010): 421-428. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954571668&partnerID=MN8TOARS.
10.1007/978-3-642-13769-3_51
- Corchado, E.; Curiel, L.; De La Cal, E.; Sedano, J.; Villar, J.R.. "A soft computing method for detecting lifetime building
thermal insulation failures". Integrated Computer-Aided Engineering 17 2 (2010): 103-115. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954559959&partnerID=MN8TOARS.
10.3233/ICA-2010-0337
- Mateos, F.; Sedano, J.; Suárez, M.R.; Villar, J.R.. "Unsupervised feature selection in high dimensional spaces and uncertainty".
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5572 LNAI (2009): 565-572. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350629614&partnerID=MN8TOARS.
10.1007/978-3-642-02319-4_68
- Bravo, P.M.; Corchado, E.; Herrera, L.C.; Sedano, J.; Villar Flecha, J.R.. "The application of a two-step AI model to an automated
pneumatic drilling process". International Journal of Computer Mathematics 86 10-11 (2009): 1769-1777. http://www.scopus.com/inward/record.url?eid=2-s2.0-76249085083&partnerID=MN8TOARS.
10.1080/00207160802676612
- Corchado, E.; Curiel, L.; De La Cal, E.; Sedano, J.; Villar, J.R.. "Improving energy efficiency in buildings using machine
intelligence". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture
Notes in Bioinformatics) 5788 LNCS (2009): 773-782. http://www.scopus.com/inward/record.url?eid=2-s2.0-76249111006&partnerID=MN8TOARS.
10.1007/978-3-642-04394-9_95
- De La Cal, E.; Sedano, J.; Villar, J.R.. "A thermodynamical model study for an energy saving algorithm". Lecture Notes
in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5572 LNAI (2009): 384-390. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350654216&partnerID=MN8TOARS.
10.1007/978-3-642-02319-4_46
- Alique, J.R.; Bustillo, A.; Corchado, E.; Correa, M.; Redondo, R.; Santos, P.; Sedano, J.; Villar, J.R.. "A soft computing
system to perform face milling operations". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial
Intelligence and Lecture Notes in Bioinformatics) 5518 LNCS PART 2 (2009): 1282-1291. http://www.scopus.com/inward/record.url?eid=2-s2.0-77952559765&partnerID=MN8TOARS.
10.1007/978-3-642-02481-8_190
- De La Cal, E.; Sedano, J.; Villar, J.R.. "A fuzzy logic based efficient energy saving approach for domestic heating systems".
Integrated Computer-Aided Engineering 16 2 (2009): 151-163. http://www.scopus.com/inward/record.url?eid=2-s2.0-67649392433&partnerID=MN8TOARS.
10.3233/ICA-2009-0302
- Sánchez, L.; Villar, J.R.. "Obtaining transparent models of chaotic systems with multi-objective simulated annealing algorithms".
Information Sciences 178 4 (2008): 952-970. http://www.scopus.com/inward/record.url?eid=2-s2.0-36549032871&partnerID=MN8TOARS.
10.1016/j.ins.2007.09.029
- Couso, I.; Rosario Suárez, M.; Sánchez, L.; Villar, J.R.. "Mutual information-based feature selection and partition design
in fuzzy rule-based classifiers from vague data". International Journal of Approximate Reasoning 49 3 (2008): 607-622.
http://www.scopus.com/inward/record.url?eid=2-s2.0-55649095515&partnerID=MN8TOARS.
10.1016/j.ijar.2008.06.005
- De La Cal, E.; Sedano, J.; Villar, J.R.. "Minimizing energy consumption in heating systems under uncertainty". Lecture
Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5271 LNAI (2008): 583-590. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350549863&partnerID=MN8TOARS.
10.1007/978-3-540-87656-4_72
- De La Cal, E.; Sedano, J.; Villar, J.R.. "IWPAAMS2007-05: Energy saving by means of multiagent systems and fuzzy systems".
IEEE Latin America Transactions 6 6 (2008): 517-523. http://www.scopus.com/inward/record.url?eid=2-s2.0-78149380994&partnerID=MN8TOARS.
10.1109/TLA.2008.4908184
- Bustillo, A.; Corchado, E.; Curiel, L.; Sedano, J.; Villar, J.R.. "Conventional methods and AI models for solving an industrial
problem". Proceedings - EMS 2008, European Modelling Symposium, 2nd UKSim European Symposium on Computer Modelling and
Simulation (2008): 317-322. http://www.scopus.com/inward/record.url?eid=2-s2.0-55849150894&partnerID=MN8TOARS.
10.1109/EMS.2008.106
- Bustillo, A.; Corchado, E.; Curiel, L.; Sedano, J.; Villar, J.R.. "AI for modelling the laser milling of copper components".
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5326 LNCS (2008): 498-507. http://www.scopus.com/inward/record.url?eid=2-s2.0-58049101105&partnerID=MN8TOARS.
10.1007/978-3-540-88906-9-63
- Grande, J.; Villar, J.R.; del Suárez, M.. "A feature selection method using a fuzzy mutual information measure". Advances
in Soft Computing 44 (2007): 56-63. http://www.scopus.com/inward/record.url?eid=2-s2.0-61349107414&partnerID=MN8TOARS.
10.1007/978-3-540-74972-1_9
- Couso, I.; Suárez, M.R.; Sánchez, L.; Villar, J.R.. "Some results about mutual information-based feature selection and fuzzy
discretization of vague data". IEEE International Conference on Fuzzy Systems (2007): http://www.scopus.com/inward/record.url?eid=2-s2.0-50349098975&partnerID=MN8TOARS.
10.1109/FUZZY.2007.4295665
- De La Cal, E.; Sedano, J.; Villar, J.R.. "Energy saving by means of fuzzy systems". Lecture Notes in Computer Science (including
subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4881 LNCS (2007): 155-167. http://www.scopus.com/inward/record.url?eid=2-s2.0-38449112678&partnerID=MN8TOARS.
- Flecha, J.R.V.; García, R.F.; Rolle, J.L.C.; Álvarez, Á.A.. "Meacute;todos de ajuste para reguladores PID en cadena abierta".
Ingenieria Quimica 38 442 (2006): 136-141. http://www.scopus.com/inward/record.url?eid=2-s2.0-33846514117&partnerID=MN8TOARS.
- Otero, A.; Otero, J.; Sánchez, L.; Villar, J.R.. "Longest path estimation from inherently fuzzy data acquired with GPS using
genetic algorithms". Proceedings of the 2006 International Symposium on Evolving Fuzzy Systems, EFS'06 (2006): 300-305.
http://www.scopus.com/inward/record.url?eid=2-s2.0-34250780639&partnerID=MN8TOARS.
10.1109/ISEFS.2006.251158
- Alonso, Á.; Aláiz, H.; Benavides, C.; García, I.; Rodríguez, F.; Villar, J.R.. "An intelligent tutoring system based on a
domain ontology for the design of lead-lag controllers". IFAC Proceedings Volumes (IFAC-PapersOnline) 7 PART 1 (2006):
105-110. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960942237&partnerID=MN8TOARS.
- Blanco, R.; López, H.; Machón, I.; Robles, A.; Villar, J.R.. "Fuzzy logic for monitoring the cycle of a biological waste treatment
plant". Decision and Simulation in Engineering and Management Science - International Conference on Modelling and Simulation,
ICMS'04 (2004): 205-206. http://www.scopus.com/inward/record.url?eid=2-s2.0-21644481892&partnerID=MN8TOARS.
- Alonso, Á.; Benavides, C.; García, I.; Rodríguez, F.; Villar, J.R.. "A web-based multi-agent system approach to document engineering".
International Journal of Web Engineering and Technology 1 4 (2004): 437-453. http://www.scopus.com/inward/record.url?eid=2-s2.0-17044372442&partnerID=MN8TOARS.
10.1504/IJWET.2004.006269
- Alegre, E.; Alonso, A.; Villar, J.R.. "Training techniques for fuzzy systems | Tecnicas de entrenamiento de sistemas difusos".
Informacion Tecnologica 12 1 (2001): 183-192. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035062980&partnerID=MN8TOARS.
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