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Ponencia
Automatic Parameter Tuning with Metaheuristics of the AODV Routing Protocol for Vehicular Ad-Hoc Networks
(Springer, 2010)
Communication protocol tuning can yield significant gains in energy efficiency, resource requirements, and the overall network performance, all of which is of particular importance in vehicular ad-hoc networks (VANETs). ...
Artículo
M2Align: parallel multiple sequence alignment with a multi-objective metaheuristic
(Oxford University Press, 2017)
Motivation: Multiple sequence alignment (MSA) is an NP-complete optimization problem found in computational biology, where the time complexity of finding an optimal alignment raises exponen-tially along with the number ...
Artículo
jMetalSP: A framework for dynamic multi-objective big data optimization
(Elsevier, 2018)
Multi-objective metaheuristics have become popular techniques for dealing with complex optimization problems composed of a number of conflicting functions. Nowadays, we are in the Big Data era, so metaheuristics must be ...
Ponencia
New Research in Nature Inspired Algorithms for Mobility Management in GSM Networks
(Springer, 2008)
Mobile Location Management (MLM) is an important and complex telecommunication problem found in mobile cellular GSM networks. Basically, this problem consists in optimizing the number and location of paging cells to ...
Artículo
Sensitivity and specificity based multiobjective approach for feature selection: Application to cancer diagnosis
(Elsevier, 2009)
The study of the sensitivity and the specificity of a classification test constitute a powerful kind of analysis since it provides specialists with very detailed information useful for cancer diagnosis. In this work, we ...
Ponencia
Un Repositorio RDF para la Integración de Flujos de Datos de Analítica Web y Comercio Electrónico
(Ediciones Universidad de Salamanca, 2016)
La Analítica Web supone hoy en día una tarea ineludible para las empresas de comercio electrónico, ya que les permite analizar el comportamiento de sus clientes. El proyecto Europeo SME-Ecompass tiene como objetivo desarrollar ...
Ponencia
Optimising Traffic Lights with Metaheuristics: Reduction of Car Emissions and Consumption
(IEEE Computer Society, 2014)
In last years, enhancing the vehicular traffic flow becomes a mandatory task to minimize the impact of polluting emissions and unsustainable fuel consumption in our cities. Smart Mobility optimisation emerges then, with ...
Artículo
Efficient Water Quality Prediction Using Supervised Machine Learning
(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 urbanization and industrialization have led to a deterioration of water quality at an alarming rate, ...
Artículo
Optimizing ligand conformations in flexible protein targets: amulti-objective strategy
(Springer, 2020)
Finding the orientation of a ligand (small molecule) with the lowest binding energy to the macromolecule (receptor) is a complex optimization problem, commonly called ligand–protein docking. This problem has been usually ...
Ponencia
An Academic Reinforcement Methodology Based on Multimedia Resources
(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 lecturers from the University of Malaga (UMA) with teaching in different engineering degrees (e.g., ...