Transport Modeling: an Artificial Immune System Approach
Dušan Teodorović, Jovan Popović, Panta Lučić (2006)
The Yugoslav Journal of Operations Research
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Dušan Teodorović, Jovan Popović, Panta Lučić (2006)
The Yugoslav Journal of Operations Research
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Chaang -Yung Kung, Tzung-Ming Yan (2010)
The Yugoslav Journal of Operations Research
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Goran Ćirović (2001)
The Yugoslav Journal of Operations Research
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Domenico Furno, Vincenzo Loia, Mario Veniero (2010)
Control and Cybernetics
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S. Beck, Ralf Mikut, Jens Jäkel (2004)
Mathware and Soft Computing
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Designing classifiers may follow different goals. Which goal to prefer among others depends on the given cost situation and the class distribution. For example, a classifier designed for best accuracy in terms of misclassifications may fail when the cost of misclassification of one class is much higher than that of the other. This paper presents a decision-theoretic extension to make fuzzy rule generation cost-sensitive. Furthermore, it will be shown how interpretability aspects and...
Piotr Szwed, Paweł Skrzyński (2014)
International Journal of Applied Mathematics and Computer Science
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Piotr Szwed, Paweł Skrzyński (2014)
International Journal of Applied Mathematics and Computer Science
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Hongwu Qin, Xiuqin Ma, Tutut Herawan, Jasni Mohamad Zain (2012)
International Journal of Applied Mathematics and Computer Science
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The research on incomplete soft sets is an integral part of the research on soft sets and has been initiated recently. However, the existing approach for dealing with incomplete soft sets is only applicable to decision making and has low forecasting accuracy. In order to solve these problems, in this paper we propose a novel data filling approach for incomplete soft sets. The missing data are filled in terms of the association degree between the parameters when a stronger association...
Julio García, José Manuel Molina, Juan Alberto Besada, Javier I. Portillo (2003)
Mathware and Soft Computing
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A fuzzy system has been developed to ponder update decisions both for the trajectories and shapes estimated for targets. It is embedded in an A-SMGCS Surveillance function for airport surface, based on video data processing, in charge of the automatic detection, identification and tracking of all interesting targets (aircraft and relevant ground vehicles). The tracking system captures a sequence of images, preprocesses them to extract the moving regions (blobs), and associates the blobs...
Ricardo Colomo-Palacios, Israel González-Carrasco, José Luis López-Cuadrado, Ángel García-Crespo (2012)
International Journal of Applied Mathematics and Computer Science
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Agile development is a crucial issue within software engineering because one of the goals of any project leader is to increase the speed and flexibility in the development of new commercial products. In this sense, project managers must find the best resource configuration for each of the work packages necessary for the management of software development processes in order to keep the team motivated and committed to the project and to improve productivity and quality. This paper presents...
Qiang Shen, Alexios Chouchoulas (2001)
International Journal of Applied Mathematics and Computer Science
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The curse of dimensionality is a damning factor for numerous potentially powerful machine learning techniques. Widely approved and otherwise elegant methodologies used for a number of different tasks ranging from classification to function approximation exhibit relatively high computational complexity with respect to dimensionality. This limits severely the applicability of such techniques to real world problems. Rough set theory is a formal methodology that can be employed to reduce...