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Listar por autor "Barba González, Cristóbal"
Mostrando ítems 1-14 de 14
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Artículo
A Fine Grain Sentiment Analysis with Semantics in Tweets
Barba González, Cristóbal; García Nieto, José Manuel; Navas Delgado, Ismael; Aldana Montes, José F. (Universidad Internacional de La Rioja (UNIR), 2016)Social networking is nowadays a major source of new information in the world. Microblogging sites like Twitter have ...
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Artículo
A multi-objective interactive dynamic particle swarm optimizer
Barba González, Cristóbal; Nebro, Antonio J.; García Nieto, José Manuel; Aldana Montes, José F. (Springer, 2020)Multi-objective optimization deals with problems having two or more conflicting objectives that have to be optimized simulta-neously. ...
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Ponencia
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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Ponencia
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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Ponencia
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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Ponencia
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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Artículo
BIGOWL4DQ: Ontology-driven approach for Big Data quality meta-modelling, selection and reasoning
Barba González, Cristóbal; Caballero, Ismael; Varela Vaca, Ángel Jesús; Cruz Lemus, José Antonio; Gómez López, María Teresa; Navas Delgado, Ismael (Elsevier B.V., 2024)Data quality should be at the core of many Artificial Intelligence initiatives from the very first moment in which data ...
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Artículo
BIGOWL: Knowledge centered Big Data analytics
Barba González, Cristóbal; García Nieto, José Manuel; Roldán García, María del Mar; Navas Delgado, Ismael; Nebro, Antonio J.; Aldana Montes, José F. (Elsevier, 2019)Knowledge extraction and incorporation is currently considered to be beneficial for efficient Big Data an- alytics. Knowledge ...
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Ponencia
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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Ponencia
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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Artículo
InDM2: Interactive Dynamic Multi-Objective Decision Making Using Evolutionary Algorithms
Nebro, Antonio J.; Ruiz, Ana B.; Barba González, Cristóbal; García Nieto, José Manuel; Luque, Mariano; Aldana Montes, José F. (Elsevier, 2018)Dynamic optimization problems involving two or more conflicting objectives appear in many real-world scenarios, and more ...
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Artículo
jMetalSP: A framework for dynamic multi-objective big data optimization
Barba González, Cristóbal; García Nieto, José Manuel; Nebro, Antonio J.; Cordero, José A.; Durillo, Juan J.; Navas Delgado, Ismael; Aldana Montes, José F. (Elsevier, 2018)Multi-objective metaheuristics have become popular techniques for dealing with complex optimization problems composed of ...
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Ponencia
Multi-Objective Big Data Optimization with jMetal and Spark
Barba González, Cristóbal; García Nieto, José Manuel; Nebro, Antonio J.; Aldana Montes, José F. (Springer, 2017)Big Data Optimization is the term used to refer to optimiza- tion problems which have to manage very large amounts of ...
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Artículo
On the design of a framework integrating an optimization engine with streaming technologies
Barba González, Cristóbal; Nebro, Antonio J.; Benítez Hidalgo, Antonio; García Nieto, José Manuel; Aldana Montes, José F. (Elsevier, 2020)A number of streaming technologies have appeared in the last years as a result of the rising of Big Data applications. ...