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Ponencia
Mejoras en la Toma de Decisiones en Proyectos de Software. Aplicación de Téchnicas de Lógica Borrosa
(Asociación de Ingeniería del Software y Tecnologías de Desarrollo de Software (SISTEDES), 2000)
Los Simuladores de Proyectos de Desarrollo de Software basados en modelos dinámicos han supuesto un avance significativo frente a las técnicas tradicionales de estimación. Estos simuladores permiten conocer la evolución ...
Ponencia
Using Genetic Algorithms with Variable-length Individuals for Planning Two-Manipulators Motion
(Springer Nature, 1998)
A method based on genetic algorithms for obtaining coordinated motion plans of manipulator robots is presented. A decoupled planning approach has been used; that is, the problem has been decomposed into two subproblems: ...
Artículo
EVOR-STACK: A label-dependent evolutive stacking on remote sensing data fusion
(Elsevier, 2012)
Land use and land covers (LULC) maps are remote sensing products that are used to classify areas into different landscapes. Data fusion for remote sensing is becoming an important tool to improve classical approaches. ...
Ponencia
MOPNAR-BigData: un diseño MapReduce para la extracción de reglas de asociación cuantitativas en problemas de big data
(Asociación Española de Inteligencia Artificial, 2015-11)
El término big data se ha extendido rápidamente en el área de la minera de datos debido a que las grandes cantidades de datos que se generan hoy en da no pueden ser procesadas o analizadas por las técnicas tradicionales ...
Ponencia
Generation of Management Rules through System Dynamics and Evolutionary Computation
(Springer, 2002)
Decision making has been traditionally based on a managers experience. This paper, however, discusses how a software project simulator based on System Dynamics and Evolutionary Computation can be combined to obtain ...
Ponencia
On the use of algorithms to discover motifs in DNA sequences
(IEEE, 2011)
Many approaches are currently devoted to find DNA motifs in nucleotide sequences. However, this task remains challenging for specialists nowadays due to the difficulties they find to deeply understand gene regulatory ...
Ponencia
Análisis Big Data para la Respuesta a la Demanda en el Mercado Eléctrico
(Asociación Española para la Inteligencia Artificial (AEPIA), 2018)
El modelo de negocio tradicional de las compañías energéticas está cambiando los últimos años. La introducción de los contadores inteligentes ha conll evado un aumento exponencial del volumen de datos disponibles, y su ...
Ponencia
Remote mining: from clustering to DTM
(Bournemouth University, 2008)
LIDAR data acquisition is becoming an indispensable task for terrain characterization in large surfaces. In Mediterranean woods this job results hard due to the great variety of heights and forms, as well as sparse ...
Ponencia
A Tool to Obtain a Hierarchical Qualitative Rules from Quantitative Data
(Springer, 2005)
A tool to obtain a classifier system from labelled databases is presented. The result is a hierarchical set of rules to divide the space in n-orthohedrons. This hierarchy means that obtained rules must be applied in ...
Capítulo de Libro
Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach
(Springer, 2015)
This paper presents a novel procedure to apply in a sequential way two data preparation techniques from a different nature such as data cleansing and feature selection. For the former we have experienced with a partial ...