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Supporting academic decision making at higher educational institutions using machine learning-based algorithms
Decisions made by deans and university managers greatly impact the entire academic community as well as society as a whole. In this paper, we present survey results on which academic decisions they concern and the variables ...
Aplicación de support vector machine al mercado colombiano
(Universidad del RosarioMaestría en Finanzas CuantitativasFacultad de Economía, 2019)
An effective power quality classifier using wavelet transform and support vector machines
(Pergamon-Elsevier Science Ltd, 2015-09)
In this paper we propose a method based on a combination of binary classifiers which are optimized for those special cases where the real signals contain a multitude of events within the analyzed temporal window. These ...
Measuring time series predictability using support vector regression
(TAYLOR & FRANCIS INC, 2008)
Most studies involving statistical time series analysis rely on assumptions of linearity, which by its simplicity facilitates parameter interpretation and estimation. However, the linearity assumption may be too restrictive ...
Simultaneous preference estimation and heterogeneity control for choice-based conjoint via support vector machines
(Palgrave Macmillan Ltd., 2017)
Support vector machines (SVMs) have been successfully used to identify individuals' preferences in conjoint analysis. One of the challenges of using SVMs in this context is to properly control for preference heterogeneity ...
Development of a support vector machine-based navigation system for driving a mobile robot through paths in plantations
(2012-12-01)
The use of mobile robots turns out to be interesting in activities where the action of human specialist is difficult or dangerous. Mobile robots are often used for the exploration in areas of difficult access, such as ...
Development of a support vector machine-based navigation system for driving a mobile robot through paths in plantations
(2012-12-01)
The use of mobile robots turns out to be interesting in activities where the action of human specialist is difficult or dangerous. Mobile robots are often used for the exploration in areas of difficult access, such as ...