Two steps hybrid calibration algorithm of support vector regression and K-nearest neighbors

Two steps hybrid calibration algorithm of support vector regression and K-nearest neighbors

Errors in the measurements of pipeline nondestructive tools may lead to faulty decisions causing economic and environmental loss, or system failures. Calibration models are an effective tool that is used to enhance the quality of corrosion measurements affected by inline inspection tools sizing accu...

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Bibliographic Details
Main Authors: Yaman Hamed, Ahmed Ibrahim Alzahrani, A'fza Shafie, Zahiraniza Mustaffa, Mokhtar Che Ismail, Kee Kok Eng
Format: Article
Language:English
Published: Elsevier 2020-06-01
Series:Alexandria Engineering Journal
Subjects:
Calibration models
Nondestructive testing
Support vector regression
Knearest neighbor
Fusion model
Magnetic flux leakage
Online Access:http://www.sciencedirect.com/science/article/pii/S111001682030034X

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http://www.sciencedirect.com/science/article/pii/S111001682030034X

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