Fixed parameters Support Vector Regression for outlier detection

The support vector machine (SVM) is currently a very popular technique of outlier detection as it is a robust model and does not require the data to be of full rank. With a view to evaluate the approximate relationship among the variables, there is necessity to detect outliers that are commonly pres...

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Bibliographic Details
Main Authors: Rana, Sohel, Dhhan, Waleed, Midi, Habshah
Format: Article
Language:English
Published: Editura Academia de studii economice 2018
Online Access:http://psasir.upm.edu.my/id/eprint/72771/1/Fixed%20parameters%20Support%20Vector%20Regression%20for%20outlier%20detection%20.pdf
http://psasir.upm.edu.my/id/eprint/72771/
http://www.ecocyb.ase.ro/Articles2018_2.htm
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Institution: Universiti Putra Malaysia
Language: English