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A qualitative comparison of Artificial Neural Networks and Support Vector Machines in ECG arrhythmias classification
Year: 2010
Abstract:
In this paper, a novel use of Kernel-Adatron learning algorithm to aid SVM (support vector machine) for ECG arrhythmias classification is proposed. The proposed pattern classifier is compared with MLP (multi-layered perceptron) using Backpropagation...
Prediction of Pavement Performance application of support v ector regression with different Kernel
Year: 2016
Abstract:
performance. In this paper, the capability of the support vector machine (SVM) method is analyzed for predicting the future of the pavement condition. Five kernel types of SVM algorithm are formed and nine input variables of the proposed models are extracted...
Requirements for Smart Grid simulation tools
Publisher: IEEE
Year: 2014