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How to tune the RBF SVM hyperparameters? An empirical evaluation of 18 search algorithms
(Springer, 2021)
SVM with an RBF kernel is usually one of the best classification algorithms for most data sets, but it is important to tune the two hyperparameters C and γ to the data itself. In general, the selection of the hyperparameters ...
Analyzing best practices on Web development frameworks: The lift approach
Choosing the Web framework that best fits the requirements is not an easy task for developers. Several frameworks now exist to develop Web applications, such as Struts, JSF, Ruby on Rails, Grails, CakePHP, Django, and ...
2D Euclidean distance transform algorithms: a comparative survey
(Association Computing MachineryNew York, 2008-02)
The distance transform (DT) is a general operator forming the basis of many methods in computer vision and geometry, with great potential for practical applications. However, all the optimal algorithms for the computation ...
Metodología para la selección de sistemas Enterprise Resource Planning desplegados en la nube para pequeñas y medianas empresas: aproximación alineada con la realidad ecuatoriana
(2017)
Currently Enterprise Resource Planning (ERP) is an essential tool for companies looking for the
automation of their processes, which is why several companies spend a lot of time and effort in
selecting the ERP that fits ...
Comparação de métodos descritores e métodos de aprendizado de máquina aplicados no reconhecimento de imagens de frutas
(Universidade Tecnológica Federal do ParanáCornelio ProcopioBrasilEngenharia da ComputaçãoUTFPR, 2020-10-19)
The quality of a fruit is an important factor for producers and consumers. Manual separation, that is a harvesting or post-harvest stage is a great labor effort, and if not carried out correctly, can cause damage to both ...
He-lasic : um modelo de elasticidade em nuvem baseado em duas camadas para acelerar o cálculo de best-fit em sistemas de substituição filogenética
(Universidade do Vale do Rio dos Sinos, 2019-02-22)
Currently there are few examples of areas of knowledge that don’t benefit from technological resources to increase productivity. Also being one of the beneficiaries of this trend, bioinformatics, which emerges from the ...
He-lasic : um modelo de elasticidade em nuvem baseado em duas camadas para acelerar o cálculo de best-fit em sistemas de substituição filogenética
(Universidade do Vale do Rio dos Sinos, 2019-02-22)
Currently there are few examples of areas of knowledge that don’t benefit from technological resources to increase productivity. Also being one of the beneficiaries of this trend, bioinformatics, which emerges from the ...
Biomechanical model for the determination of forces on upper-extremity members during standard wheelchair propulsion
(Pergamon-elsevier Science LtdOxfordInglaterra, 2009)