JOSÉ MANUEL GARCÍA NIETO
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Revista UCiencia 01/10/2012: Computación natural al servicio de la gestión del tráfico
UCiencia-1/10/2012

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Soft Computing
META'10
EAAI
TEC
IPL

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Springer
Wiley

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MAEB'09

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...Y después de laboriosas negociaciones y prolijas mensuras, las lindes del término de Palenciana se señalaron por:

El rio Genil en el Norte,
el arroyo de las Cañas por Levante,
y el camino que une la Alameda con Benamejí por el Sur...

Tierra del Sur. Manuel García Hurtado, pp. 151-152, Ed. 1991

PUBLICACIONES [PUBLICATIONS][dblp] [Scopus] [Scholar]

 Libros [Books]

  1. J. Francisco Aldana Montes, J. Manuel García Nieto, I. Navas Delgado. Modelado en Big Data. García Maroto Editores. (2017) ISBN 9788416806263
  2. J. Francisco Aldana Montes, J. Manuel García Nieto, I. Navas Delgado. Introducción al Trabajo con los Datos. García Maroto Editores. (2017) ISBN 9788416806195
  3. A. Baldominos Gómez, F. Mochón Morcillo, I. Navas Delgado, J. Francisco Aldana Montes, J. Manuel García Nieto y J. C. Gonzálvez Cabañas. Introducción al Big Data. García Maroto Editores. (2016) ISBN 9788415793946

 Tesis y PFC [Thesis]

  1. PhD Thesis. Emergent Optimization: Design and Applications in Telecommunications and Bioinformatics. Supervisor: Enrique Alba. University of Málaga. 22th Feb, 2012.[slides in PDF]

  2. Master Thesis. Algoritmos Basados en Inteligencia Colectiva para la Resolución de Problemas de Bioinformática y Telecomunicaciones. Supervisor: Enrique Alba. University of Málaga. Sep, 2007.

 Revistas de impacto (Indexed in JCR-ISI) [Journals]

  1. M. M. Roldán García, J. García-Nieto, J. Aldana Montes. Enhancing semantic consistency in anti-fraud rule-based expert systems. Expert Systems with Applications. 90: 332-343 (2017)
  2. Zambrano-Vega, C., Nebro, A. J., García-Nieto, J. and Aldana-Montes, J. F., M2Align: parallel multiple sequence alignment with a multi-objective metaheuristic. Bioinformatics. (2017) In-Press, doi.org/10.1093/bioinformatics/btx338
  3. C. Barba-González, J. García-Nieto, A. J. Nebro, J. A. Cordero, J. J. Durillo, I. Navas-Delgado, J. F. Aldana-Montes, jMetalSP: A framework for dynamic multi-objective big data optimization, Applied Soft Computing, In-Press, 2017, ISSN 1568-4946, http://dx.doi.org/10.1016/j.asoc.2017.05.004.
  4. Zambrano-Vega, C., Nebro, A. J., Durillo, J. J., García-Nieto, J. and Aldana-Montes, J. F., Multiple Sequence Alignment with Multiobjective Metaheuristics. A Comparative Study. International Journal of Intelligent Systems. (2017) doi:10.1002/int.21892
  5. García-Godoy, M.J.; López-Camacho, E.; García-Nieto, J.; Nebro, A.J.; Aldana-Montes, J.F.Molecular Docking Optimization in the Context of Multi-Drug Resistant and Sensitive EGFR Mutants. Molecules. (2016), 21, 1575
  6. M. M. Roldán García, J. García-Nieto, J. Aldana Montes. An ontology-based data integration approach for web analytics in e-commerce. Expert Systems with Applications. 63: 20-34 (2016)
  7. J. Ferrer, J. Garcia-Nieto, E. Alba, and F. Chicano. Intelligent Testing of Traffic Light Programs: Validation in Smart Mobility Scenarios. Mathematical Problems in Engineering. Volume 2016 (2016), Article ID 3871046
  8. M. J. García Godoy, E. López-Camacho, J. García-Nieto, A. J. Nebro, J. F. Aldana-Montes Solving Molecular Docking Problems with Multi-Objective Metaheuristics. Molecules, 20(6):10154-10183, 2015. DOI: http://dx.doi.org/10.3390/molecules200610154
  9. E. López-Camacho, M. J. García Godoy, J. García-Nieto, A. J. Nebro, J. F. Aldana-Montes. Solving molecular flexible docking problems with metaheuristics: A comparative study. Applied Soft Computing, 28(1):379-393, 2015. DOI: http://http://dx.doi.org/10.1016/j.asoc.2014.10.049
  10. A. C. Olivera, J. García-Nieto, E. Alba Reducing Vehicle Emissions and Fuel Consumption in the City by using Particle Swarm Optimization. Applied Intelligence (2015), 42(3), pp. 389-405
  11. J. García-Nieto, E. Alba. Hybrid PSO6 for Hard Continuous Optimization. Soft Computing (2015). 19(7), pp. 1843-1861
  12. J. Apolloni, J. García-Nieto, E. Alba, G. Leguizamón. Empirical Evaluation of Distributed Differential Evolution on Standard Benchmarks. Applied Mathematics and Computation. 236(1):351-366, June 2014 DOI: http://dx.doi.org/10.1016/j.amc.2014.03.083
  13. J. García-Nieto, A. C. Olivera, E. Alba Optimal Cycle Program of Traffic Lights with Particle Swarm Optimization. IEEE Transaction of Evolutionary Computation (TEC). 17(6):823-839, December 2013. DOI: http://dx.doi.org/10.1109/TEVC.2013.2260755
  14. J. Toutouh, J. García-Nieto, E. Alba. Intelligent OLSR Routing Protocol Optimization for VANETs. IEEE Transactions on Vehicular Technology, 60(4):1884-1894, May 2012. DOI: http://dx.doi.org/10.1109/TVT.2012.2188552
  15. J. García-Nieto, E. Alba Parallel Multi-Swarm Optimizer for Gene Selection in DNA Microarray. Applied Intelligence, 37(2):255-266, 2012 DOI: http://dx.doi.org/10.1007/s10489-011-0325-9
  16. J. García-Nieto, E. Alba, A. C. Olivera. Swarm intelligence for traffic light scheduling: Application to real urban areas. Engineering Applications of Artificial Intelligence. 25(2):274-283, March 2012. DOI: http://dx.doi.org/10.1016/j.engappai.2011.04.011
  17. J. García-Nieto, E. Alba. Restart Particle Swarm Optimization with Velocity Modulation:A Scalability Test. Soft Computing, A Fusion of Foundations, Methodologies and Applications. 15(11):2221-2232. 2011. DOI: http://dx.doi.org/10.1007/s00500-010-0648-1
  18. J. García-Nieto, J. Toutouh, E. Alba. Automatic Tuning of Communication Protocols for Vehicular Ad-Hoc Networks Using Metaheuristics. Engineering Applications of Artificial Intelligence. Special Issue: Advances in metaheuristics for hard optimization: new trends and case studies. 23(5):795-805, August 2010, DOI: http://dx.doi.org/10.1016/j.engappai.2010.01.012
  19. J. J. Durillo, A. J. Nebro, C. A. Coello Coello, J. García-Nieto, F. Luna, E. Alba. A Study of Multi-Objective Metaheuristics when Solving Parameter Scalable Problems. IEEE Transaction of Evolutionary Computation (TEC), 14 (4):618-635, Aug 2010. DOI: http://dx.doi.org/10.1109/TEVC.2009.2034647
  20. J. García-Nieto, E. Alba, L. Jourdan, E-G. Talbi. Sensitivity and Specifity Based Multiobjective Approach for Feature Selection: Application to Cancer DiagnosisInformation Processing Letters, 109(16):887-896. 31 July 2009, DOI: http://dx.doi.org/10.1016/j.ipl.2009.03.029

 Revistas internacionales (Non-indexed in JCR-ISI) [International Journals]

  1. Zambrano-Vega, C., Nebro, A.J., García-Nieto, J., Aldana-Montes, J. F. Comparing multi-objective metaheuristics for solving a three-objective formulation of multiple sequence alignment. Progress in Artificial Intelligence. 6(3):195–210, (2017).
  2. C. Barba Gonzalez, J. García-Nieto, Ismael Navas Delgado, J. F. Aldana Montes: A Fine Grain Sentiment Analysis with Semantics in Tweets. International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI). 3(6):22-28 (2016)
  3. J. García-Nieto, E. Alba. Swarm Intelligence Approach for Accurate Gene Selection in DNA Microarrays ERCIM-NEW Special Theme: Computational Biology. 82, pp. 26-28, 2010
  4. E. Alba, G. Luque, J. García-Nieto, G. Ordóñez, G. Leguizamón, MALLBA: A Software Library To Design Efficient Optimization Algorithms, International Journal of Innovative Computing and Applications (IJICA), 1(1):74 - 85 2007. DOI: 10.1504/IJICA.2007.013403 (BibTeX)

 Capítulos de Libro [Book Chapters]

  1. Juan J. Durillo, Antonio J. Nebro, José García-Nieto, and Enrique Alba. On the Velocity Update in Multi-objective Particle Swarm Optimizers. Advances in multi-objective nature inspired computing, Dhaenens, C., Vermeulen-Jourdan, L., Coello Coello, C.A. (eds.), pp. 45-62. Springer Berlin / Heidelberg, 2009
  2. J. García-Nieto, F. Chicano, E. Alba, ROS: Remote Optimization Service, Optimization Techniques for Solving Complex Problems E. Alba et al. (eds.). pp. 433-457, Wiley & Sons, 2009

 Conferencias Internacionales [International Conferences]

  1. Antonio J. Nebro, C. Barba-González, J. García-Nieto, J. A. Cordero, and J. F. Aldana-Montes. Design and architecture of the jMetaISP framework. Genetic and Evolutionary Computation Conference (GECCO'17), Companion Material Proceedings. .pp. 1239-1246 Berlin, Germany, July 15-19, 2017,
  2. Zambrano-Vega, C., Nebro, A.J., García-Nieto, J., Aldana-Montes, J. F. A Multi-Objective Optimization Framework for Multiple Sequence Alignment with Metaheuristics. In LNBI of 5th International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO 2017). Vol. 2, pp. 245-256, April 26-28. Granada (Spain)
  3. C. Barba-González, J. García-Nieto, Antonio J. Nebro and J. F. Aldana-Montes. Multi-Objective Big Data Optimization with jMetal and Spark. In LNCS of 9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017).pp. 16-30
  4. M. Rybinski, M. Roldán García, J. García-Nieto, J. Fr. Aldana-Montes. DisMatch results for OAEI 2016. In Proceedings of the 11th International Workshop on Ontology Matching co-located with the 15th International Semantic Web Conference (ISWC 2016), Kobe, Japan, October 18, 2016. Vol-1766:161-165
  5. Jo. A. Cordero, Antonio J. Nebro, C. Barba-González, J. Durillo, J. García-Nieto, I. Navas Delgado, J. Aldana Montes. Dynamic Multi-Objective Optimization with jMetal and Spark: A Case Study. MOD 2016: Machine Learning, Optimization, and Big Data. pp 106-117 106-117
  6. E. López-Camacho, M. J. García Godoy, J. García-Nieto, A. J. Nebro, J. F. Aldana-Montes. A New Multi-objective Approach for Molecular Docking Based on RMSD and Binding Energy. In LNCS of International Conference on Algorithms for Computational Biology. (AlCoB) Mérida (Spain) 2016: 65-77
  7. E. López-Camacho, M. J. García Godoy, J. García-Nieto, A. J. Nebro, J. J. Durillo, J. F. Aldana-Montes. A Study of Archiving Strategies in Multi-objective PSO for Molecular Docking. In: Dorigo M. et al. (eds) LNCS. Swarm Intelligence. ANTS 2016. Lecture Notes in Computer Science, vol 9882. 2016: 40-52
  8. José García-Nieto, Javier Ferrer and Enrique Alba. Optimising Traffic Lights with Metaheuristics: Reduction of Car Emissions and Consumption. In IEEE WCCI - International Joint Conference on Neural Networks (IJCNN'14). pp.48 - 54. Beijin China, July 2014
  9. José García-Nieto, and Enrique Alba. Why Six Informants Is Optimal in PSO. In ACM Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'12). pp.25-32, Phyladelpia, USA, July 2012
  10. José García-Nieto, Ana C. Olivera, and Enrique Alba. Enhancing the Urban Road Traffic with Swarm Intelligence: A Case Study of Cordoba City Downtown. In IEEE Proceedings of the 11th International Conference on Intelligent Systems Design and Applications (ISDA'2011). pp. 368-373, Córdoba, Spain, November 2011
  11. José García-Nieto, and Enrique Alba. Empirical Computation of the Quasi-optimal Number of Informants in Particle Swarm Optimization. In ACM Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'11). pp.147-154. Dublin, Ireland, July 2011
  12. J. Toutouh, J. García-Nieto, and E. Alba, Optimal Configuration of OLSR Routing Protocol for VANETs by Means of Differential Evolution. in 3rd International Conference on Metaheuristics and Nature Inspired Computing (META'2010), October, 2010, D'Jerba (Tunissia). Published on CD.
  13. J.; García-Nieto, E. Alba. Automatic Parameter Tuning with Metaheuristics of the AODV Routing Protocol for Vehicular Ad-Hoc Networks. In LNCS of the Seventh European Workshop on the Application of Nature-inspired Techniques to Telecommunication Networks and other Connected Systems, (EvoCOMNET'10) EvoWorkshops10, Springer-Verlag, pp. 21-30, Istambul, 2010
  14. José García-Nieto, Enrique Alba, and Javier Apolloni. Hybrid DE-SVM Approach for Feature Selection: Application to Gene Expression Datasets. In Proceedings of the 2nd. IEEE International Symposium on Logistics and Industrial Informatics (LINDI 2009)Linz, pp.-1-6 Austria. 10-12 Sep. 2009
  15. José García-Nieto, Enrique Alba, and Javier Apolloni. Noiseless Functions Black-Box Optimization: Evaluation of a Hybrid Particle Swarm with Differential Operators. In ACM Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'09). pp. 2231-2237. Montréal, Canada, 2009
  16. José García-Nieto, Enrique Alba, and Javier Apolloni. Particle Swarm Hybridized with Differential Evolution: Black-Box Optimization Benchmarking for Noisy Functions. In ACM Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'09). pp. 2343-2349. Montréal, Canada, 2009
  17. Juan J. Durillo, José García-Nieto, Antonio J. Nebro, Carlos A. Coello Coello, Francisco Luna and Enrique Alba, Multi-Objective Particle Swarm Optimizers: An Experimental Comparison, in LNCS 5th International Conference on Evolutionary Multi-Criterion Optimization (EMO'2009), Springer Berlin / Heidelberg, pp. 495-509, Nantes, France, April 7-10, 2009.
  18. Antonio J. Nebro, Juan J. Durillo, Jose García-Nieto, Carlos A. Coello Coello, Francisco Luna and Enrique Alba, SMPSO: A New PSO-based Metaheuristic for Multi-objective Optimization, in 2009 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, pp. 66-73, IEEE Press, Nashville, Tennessee, USA, March 30 - April 2, 2009
  19. Javier Apolloni, Guillermo Leguizamón, José García-Nieto and Enrique Alba. Island Based Distributed Differential Evolution: An Experimental Study on Hybrid Testbeds. In Proceedings of the IEEE 8th International Conference on Hybrid Intelligent Systems (HIS 2008), IEEE Computer Society, pp. 696-701, Barcelona, Spain, 2008.
  20. E. G. Talbi, L. Jourdan, J. García-Nieto and E. Alba. Comparison of population based metaheuristics for feature selection: Application to microarray data classification. In Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA-08), pp. 45-52, Doha, Qatar, 2008.
  21. Enrique Alba, José García-Nieto, Javid Taheri, and Albert Zomaya. New Research in Nature Inspired Algorithms for Mobility Management in GSM Networks. In LNCS of the Fifth European Workshop on the Application of Nature-inspired Techniques to Telecommunication Networks and other Connected Systems, EvoWorkshops08, Springer-Verlag, pp. 1-10, Napoli Italy, 2008. [URL]
  22. E. Alba, J. García-Nieto, L. Jourdan and E. G. Talbi. Gene Selection in Cancer Classification using PSO/SVM and GA/SVM Hybrid Algorithms, In Proceedings of the IEEE Congress on Evolutionary Computation (CEC'2007), pp. 284-290, Singapore, 27 Sep, 2007. DOI: 10.1109/CEC.2007.4424483
  23. J. García-Nieto, L. Jourdan, E. Alba and E. G. Talbi. A Comparison of PSO and GA Approaches for Gene Selection and Classification of Microarray Data, In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'07), London, UK, 2007.
  24. E. Alba, J. García-Nieto, F. Chicano. Using Metaheuristics Algorithms Via ROS. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO'07), London, UK, 2007.
  25. El-Ghazali Talbi, Laeticia Jourdan, Jose García-Nieto and Enrique Alba. Sélection d’attributs de puce à ADN par essaim de particules. In Optimisation par Essaim Particulaire (OEP 2007), Paris, France, 23 April, 2007.

 Conferencias Nacionales [National Conferences]

  1. E. López-Camacho, M. J. García Godoy, J. García-Nieto, A. J. Nebro, J. F. Aldana-Montes. Estudio de Estrategias de Archivo en PSO Multi-Objetivo para el Docking Molecular. XI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB-CAEPIA'16). pp. 113-122 .Salamanca 2016.
  2. C. Barba-Gonzalez, A. J. Nebro, J. García-Nieto, J. A. Cordero, J. J. Durillo, I. Navas-Delgado, J. F. Aldana-Montes. Un Framework Basado en jMetal y Spark. XI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB-CAEPIA'16). pp. 159-168 .Salamanca 2016.
  3. M. M. Roldán García, J. García-Nieto, J. Aldana Montes. Un Repositorio RDF para la Integración de Flujos de Datos de Analítica Web y Comercio Electrónico. Actas de las XXI Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2016). pp. 307-320. CEDI 2016, Salamanca
  4. E. López-Camacho, M. J. García Godoy, J. García-Nieto, A. J. Nebro, J. F. Aldana-Montes Docking Inter/Intra-Molecular Mediante Metaheurísticas Multi-objetivo. X Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15). Mérida, 4 a 6 de Febrero de 2015.
  5. J. García-Nieto, and E. Alba Metaheurísticas para Smart Mobility: Reducción de Emisiones y Consumo de Carburantes en el Tráfico Urbano. CAEPIA Multiconferencia: IX Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'13). Madrid, 17 a 20 de septiembre, 2013.
  6. J. Ferrer, J. García-Nieto, E. Alba, and F. Chicano Validación Inteligente para la Sincronización de Semáforos Basada en Feature Models. CAEPIA Multiconferencia: IX Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'13). Madrid, 17 a 20 de septiembre, 2013.
  7. J. García-Nieto, E. Alba, and A. C. Olivera Particle swarm optimizatión aplicado a la programación de los ciclos de semáforos en Bahía Blanca. XVIII Congreso Argentino de Ciencias de la Computación (CACIC'12). Bahía Blanca, 8 a 12 de octubre, 2012.
  8. J. García-Nieto, E. Alba, and A. C. Olivera Planificación de Ciclos en Semáforos con PSO: Casos de Estudio sobre Málaga y Sevilla. VIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'12), pp. 117-124. Albacete, 8 a 10 de febrero, 2012.
  9. J. Toutouh, J. García-Nieto, E. Alba Configuración Óptima del Protocolo de Encaminamiento OLSR para VANETs Mediante Evolución Diferencial. VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'10), Valencia, 7 a 10 de septiembre, 2010.
  10. J. García-Nieto, J. Apolloni, E. Alba & G. Leguizamón. Algoritmo Basado en Cúmulos de Partículas y Evolución Diferencial para la Resolución de Problemas de Optimización Continua. VI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'09), Málaga, 11 a 13 de Febrero, pp. 433 - 440, 2009.
  11. E. Alba, J. García-Nieto y G. Luque, Algoritmos Basados en Cúmulos de Partículas para el Análisis de Microarrays de ADN. En las Actas del V congreso sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'07), pp. 419-426, Tenerife, España, Febrero, 2007.(BibTeX)
  12. E. Alba, J.G. Nieto y F. Chicano, ROS: Servicio de Optimización Remota, En J. Riquelme y P. Botella (eds.) Actas de las JISBD, pp. 509-514, Barcelona 2006. (BibTeX)

 Informes Técnicos [Technical Reports]

  1. E. Alba y J. G. Nieto, ROS (Remote Optimization Service), Informe Técnico ITI 05-08, Dpto. de Lenguajes y CC.CC., Universidad de Málaga, 2005. (BibTeX)
 
   
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Última Actualización 02/12/2006