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Browsing Ponencias (Ciencias de la Computación e Inteligencia Artificial) by Author "García Nieto, José Manuel"
Now showing items 1-20 of 33
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Presentation
A Comparison of PSO and GA Approaches for Gene Selection and Classification of Microarray Data
García Nieto, José Manuel; Alba, Enrique; Jourdan, Laetitia; Talbi, El-Ghazali (ACM Digital Library, 2007) -
Presentation
A New Multi-Objective Approach for Molecular Docking Based on RMSD and Binding Energy
López Camacho, Esteban; García Godoy, María Jesús; García Nieto, José Manuel; Nebro, Antonio J.; Aldana Montes, José F. (Springer, 2016)Ligand-protein docking is an optimization problem based on predicting the position of a ligand with the lowest binding ...
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Presentation
About Designing an Observer Pattern-Based Architecture for a Multi-objective Metaheuristic Optimization Framework
Benítez Hidalgo, Antonio; Nebro, Antonio J.; Durillo, Juan J.; García Nieto, José Manuel; López Camacho, Esteban; Barba González, Cristóbal; Aldana Montes, José F. (Springer, 2018)Multi-objective optimization with metaheuristics is an active and popular research field which is supported by the ...
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Presentation
Algoritmo Evolutivo Multi-Objetivo para la Toma de Decisiones Interactiva en Optimización Dinámica
Barba González, Cristóbal; García Nieto, José Manuel; Ruiz, Ana B.; Nebro, Antonio J.; Luque, Mariano; Aldana Montes, José F. (Asociación Española para la Inteligencia Artificial, 2018)Debido al creciente interés en el análisis de datos en streaming en entornos Big Data para la toma de decisiones, cada vez ...
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Presentation
Algoritmos Basados en Cúmulos de Partículas para el Análisis de Microarrays de ADN
Alba, Enrique; García Nieto, José Manuel; Luque, G. ([Los editores], 2007) -
Presentation
An Academic Reinforcement Methodology Based on Multimedia Resources
Arevalo, Vicente; García Nieto, José Manuel; Sánchez Sánchez, Juan J.; Luque Baena, Rafael; Gómez, Gerardo; Velasco Álvarez, Francisco; Godoy Rubio, Rafael (International Academy of Technology, Education and Development (IATED), 2011)This paper describes an academic reinforcement methodology resulted from the research activity carried out by a group of ...
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Presentation
Artificial Decision Maker Driven by PSO: An Approach for Testing Reference Point Based Interactive Methods
Barba González, Cristóbal; Ojalehto, Vesa; García Nieto, José Manuel; Nebro, Antonio J.; Miettinen, Kaisa; Aldana Montes, José F. (Springer, 2018)Over the years, many interactive multiobjective optimization methods based on a reference point have been proposed. With ...
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Presentation
Automatic Configuration of NSGA-II with jMetal and irace
Nebro, Antonio J.; López Ibáñez, Manuel; Barba González, Cristóbal; García Nieto, José Manuel (ACM Digital Library, 2019)jMetal is a Java-based framework for multi-objective optimization with metaheuristics providing, among other features, a ...
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Presentation
Automatic Parameter Tuning with Metaheuristics of the AODV Routing Protocol for Vehicular Ad-Hoc Networks
García Nieto, José Manuel; Alba, Enrique (Springer, 2010)Communication protocol tuning can yield significant gains in energy efficiency, resource requirements, and the overall ...
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Presentation
Comparison of population based metaheuristics for feature selection: Application to microarray data classification
Talbi, El-Ghazali; Jourdan, Laetitia; García Nieto, José Manuel; Alba, Enrique (IEEE Computer Society, 2008)In this work we compare the use of a Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA) (both augmented with ...
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Presentation
DisMatch results for OAEI 2016
Rybinski, Maciej; Roldán García, María del Mar; García Nieto, José Manuel; Aldana Montes, José F. (CEUR-WS.Org, 2016)DisMatch is an experimental ontology matching system based on the use of corpus based distributional measure for approximating ...
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Presentation
Docking Inter/Intra-Molecular Mediante Metaheurísticas Multi-objetivo
López Camacho, Esteban; García Godoy, María Jesús; García Nieto, José Manuel; Nebro, Antonio J.; Aldana Montes, José F. (MAEB, 2015)El Acoplamiento Molecular (Molecular Docking) es un problema de optimización de gran complejidad que consiste en predecir ...
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Presentation
Dynamic Multi-Objective Optimization With jMetal and Spark: a Case Study
Cordero, José A.; Nebro, Antonio J.; Barba González, Cristóbal; Durillo, Juan J.; García Nieto, José Manuel; Navas Delgado, Ismael; Aldana Montes, José F. (Springer, 2016)Technologies for Big Data and Data Science are receiving increasing research interest nowadays. This paper introduces the ...
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Presentation
Empirical computation of the quasi-optimal number of informants in particle swarm optimization
García Nieto, José Manuel; Alba, Enrique (ACM Digital Library, 2011)In the standard particle swarm optimization (PSO), a new particle’s position is generated using two main informant ...
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Presentation
Enhancing the Urban Road Traffic with Swarm Intelligence: A Case Study of Córdoba City Downtown
García Nieto, José Manuel; Alba, Enrique; Olivera, Ana Carolina (IEEE Computer Society, 2011)In current modern cities, the increasing number of traffic lights that control the vehicular traffic flow requires a highly ...
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Presentation
Estudio de Estrategias de Archivo en PSO Multi-Objetivo para el Docking Molecular
López Camacho, Esteban; García Godoy, María Jesús; García Nieto, José Manuel; Nebro, Antonio J.; Aldana Montes, José F. (Ediciones Universidad de Salamanca, 2016)El acoplamiento molecular es un problema de optimización complejo cuyo objetivo es la predicción de la posición de un ...
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Presentation
Un Framework para Big Data Optimization Basado en jMetal y Spark
Barba González, Cristóbal; Nebro, Antonio J.; García Nieto, José Manuel; Cordero, José A.; Durillo, Juan J.; Navas Delgado, Ismael; Aldana Montes, José F. (Universidad de Salamanca, 2016)Las metaheur sticas multi-objetivo se han convertido en t ecnicas muy utilizadas para la resoluci on problemas complejos ...
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Presentation
Gene Selection in Cancer Classification using PSO/SVM and GA/SVM Hybrid Algorithms
Alba, Enrique; García Nieto, José Manuel; Jourdan, Laetitia; Talbi, El-Ghazali (IEEE Computer Society, 2007)In this work we compare the use of a Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA) (both augmented with ...
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Presentation
Hybrid DE-SVM Approach for Feature Selection: Application to Gene Expression Datasets
García Nieto, José Manuel; Alba, Enrique; Apolloni, Javier (IEEE Computer Society, 2009)The efficient selection of predictive and accurate gene subsets for cell-type classification is nowadays a crucial problem ...
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Presentation
Island Based Distributed Differential Evolution: An Experimental Study on Hybrid Testbeds
Apolloni, Javier; Leguizamón, Guillermo; García Nieto, José Manuel; Alba, Enrique (IEEE Computer Society, 2008)This paper presents a new distributed Differential Evolution (dDE) algorithm and evaluates it according to the standard ...