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Listar Artículos (Ciencias de la Computación e Inteligencia Artificial) por autor "García Nieto, José Manuel"
Mostrando ítems 1-20 de 36
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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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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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A Study of Multiobjective Metaheuristics When Solving Parameter Scalable Problems
Durillo, Juan J.; Nebro, Antonio J.; Coello Coello, Carlos A.; García Nieto, José Manuel; Luna, Francisco; Alba, Enrique (IEEE Computer Society, 2010)To evaluate the search capabilities of a multiobjective algorithm, the usual approach is to choose a benchmark of known ...
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An ontology-based data integration approach for web analytics in e-commerce
Roldán García, María del Mar; García Nieto, José Manuel; Aldana Montes, José F. (Elsevier, 2016)Web analytics has emerged as one of the most important activities in e-commerce, since it allows com- panies and e-merchants ...
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An Ontology-Based Framework for Publishing and Exploiting Linked Open Data: A Use Case on Water Resources Management
Escobar, Pilar; Roldán García, María del Mar; Peral, Jesús; Candela, Gustavo; García Nieto, José Manuel (MDPI, 2020)Nowadays, the increasing demand of water for electricity production, agricultural and industrial uses are directly affecting ...
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Automatic tuning of communication protocols for vehicular ad hoc networks using metaheuristics
García Nieto, José Manuel; Toutouh, J.; Alba, Enrique (Elsevier, 2010)The emerging field of vehicular ad hoc networks (VANETs) deals with a set of communicating vehicles which are able to ...
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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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Bio-inspired optimization for the molecular docking problem: State of the art, recent results and perspectives
García Godoy, María Jesús; López Camacho, Esteban; García Nieto, José Manuel; Ser, Javier del; Nebro, Antonio J.; Aldana Montes, José F. (Elsevier, 2019)Molecular docking is a Bioinformatics method based on predicting the position and orientation of a small molecule or ...
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Efficient Water Quality Prediction Using Supervised Machine Learning
Ahmed, Umair; Mumtaz, Rafia; Anwar, Hirra; Shah, Asad A.; Irfan, Rabia; García Nieto, José Manuel (MDPI, 2019)Water makes up about 70% of the earth’s surface and is one of the most important sources vital to sustaining life. Rapid ...
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Empirical evaluation of distributed Differential Evolution on standard benchmarks
Apolloni, Javier; García Nieto, José Manuel; Alba, Enrique; Leguizamón, Guillermo (Elsevier, 2014)This paper presents a new distributed Differential Evolution (dDE) algorithm and provides an exhaustive evaluation of it ...
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Enhancing semantic consistency in anti-fraud rule-based expert systems
Roldán García, María del Mar; García Nieto, José Manuel; Aldana Montes, José F. (Elsevier, 2017)In this study, an ontology-driven approach is proposed for semantic conflict detection and classification inrule-based ...
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Hybrid PSO6 for Hard Continuous Optimization
García Nieto, José Manuel; Alba, Enrique (Springer, 2015)In our previous works, we empirically showed that a number of 6±2 informants may endow particle swarm optimization (PSO) ...
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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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Inference of gene regulatory networks with multi-objective cellular genetic algorithm
García Nieto, José Manuel; Nebro, Antonio J.; Aldana Montes, José F. (Elsevier, 2019)Reverse engineering of biochemical networks remains an important open challenge in computational systems biology. The ...
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Intelligent OLSR Routing Protocol Optimization for VANETs
toutouh, Jamal; García Nieto, José Manuel; Alba, Enrique (IEEE Computer Society, 2012)Recent advances in wireless technologies have given rise to the emergence of vehicular ad hoc networks (VANETs). In such ...
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Intelligent Testing of Traffic Light Programs: Validation in Smart Mobility Scenarios
Ferrer, Javier; García Nieto, José Manuel; Alba, Enrique; Chicano, Francisco (Hindawi, 2016)In smart cities, the use of intelligent automatic techniques to find efficient cycle programs of traffic lights is becoming ...
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jMetalPy: a Python Framework for Multi-Objective Optimization with Metaheuristics
Benítez Hidalgo, Antonio; Nebro, Antonio J.; García Nieto, José Manuel; Oregi, Izaskun; Ser, Javier del (Elsevier, 2019)This paper describes jMetalPy, an object-oriented Python-based framework for multi-objective optimization with ...
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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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M2Align: parallel multiple sequence alignment with a multi-objective metaheuristic
Zambrano Vega, Cristian; Nebro, Antonio J.; García Nieto, José Manuel; Aldana Montes, José F. (Oxford University Press, 2017)Motivation: Multiple sequence alignment (MSA) is an NP-complete optimization problem found in computational biology, where ...
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Molecular Docking Optimization in the Context of Multi-Drug Resistant and Sensitive EGFR Mutants
García Godoy, María Jesús; López Camacho, Esteban; García Nieto, José Manuel; Nebro, Antonio J.; Aldana Montes, José F. (MDPI, 2016)The human Epidermal Growth Factor (EGFR) plays an important role in signaling pathways, such as cell proliferation and ...