Tesis y PFC [Thesis]
- PhD Thesis. Emergent Optimization: Design and Applications in Telecommunications and Bioinformatics. Supervisor: Enrique Alba. University of Málaga. 22th Feb, 2012.[slides in PDF]
- 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]
- J. Apolloni, J. García-Nieto, E. Alba, G. Leguizamón. Empirical Evaluation of Distributed Differential Evolution on Standard Benchmarks. Applied Mathematics and Computation. Accepted - In Press. 2014
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- J. García-Nieto, E. Alba, L. Jourdan, E-G. Talbi. Sensitivity and Specifity Based Multiobjective Approach for Feature Selection: Application to Cancer Diagnosis. Information 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]
- 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
- 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]
- 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
- 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]
- 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). Accepted. Beijin China, July 2014
- 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
- 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
- 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
- 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.
- 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
- 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
- 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
- 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
- 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.
- 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
- 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.
- 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.
- 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]
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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
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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.
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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.
- 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]
- J. García-Nieto, and E. Alba Metaheurísticas para Smart Mobility: Reducción de Emisiones y Consumo de Carburantes en el Tráfico Urbano. CAEPIA Multiconferencia: VIIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'13). Madrid, 17 a 20 de septiembre, 2013.
- J. Ferrer, J. García-Nieto, E. Alba, and F. Chicano Validación Inteligente para la Sincronización de
Semáforos Basada en Feature Models. CAEPIA Multiconferencia: VIIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'13). Madrid, 17 a 20 de septiembre, 2013.
- 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.
- 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.
- J. Toutouh, J. García-Nieto, E. Alba Conguración 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.
- 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.
- 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)
- 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]
- 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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