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Comparing support vector machine contextual approaches for urban area classification
(2016-05-03)
Support vector machine (SVM) has been receiving a great deal of attention for remote sensing data classification. Although the original formulation of this method does not incorporate contextual information, lately different ...
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 ...
Data selection based on decision tree for SVM classification on large data sets
(Applied Soft Computing, 2016)
An Evolutionary SVM Model for DDOS Attack Detection in Software Defined Networks
Software-Defined Network (SDN) has become a promising network architecture in current days that provide network operators more control over the network infrastructure. The controller, also called as the operating system ...
Support Vector Machine algorithm optimal parameterization for change detection mapping in Funil Hydroelectric Reservoir (Rio de Janeiro State, Brazil)
(Springer, 2016-09-01)
Change detection in Land Use and Land Cover (LULC) using Support Vector Machines (SVM) to mapping a geographic area is a way that has been studded and improved because of its advantages as low costs in terms of computing, ...
A novel frank-wolfe algorithm. Analysis and applications to large-scale svm training
(NORTH HOLLAND, 2014)
A simplified Space-Vector modulation algorithm for four-leg NPC converters
(IEEE Inst Electrical and Electronic Engineering Inc., 2017)
To interface generation sources and loads to fourwire distribution networks it is important to use power converters and modulation methods, which provide high performance, flexibility, and reliability. To achieve these ...
A New Space-Vector-Modulation Algorithm for a Three-Level Four-Leg NPC Inverter
(IEEE, 2017)
For power conversion systems interfaced to four-wire supplies, four-leg converters have become a standard solution. A four-leg converter allows good compensation of zero-sequence harmonics and full utilisation of the dc-link ...