Laser Welding Quality Monitoring via Graph Support Vector Machine With Data Adaptive Kernel

IEEE Access ◽

10.1109/access.2019.2927661 ◽

2019 ◽

Vol 7 ◽

pp. 93108-93122 ◽

Author(s):

Sergey A. Shevchik ◽

Tri Le-Quang ◽

Farzad Vakili Farahani ◽

Neige Faivre ◽

Bastian Meylan ◽

...

Keyword(s):

Support Vector Machine ◽

Laser Welding ◽

Quality Monitoring ◽

Support Vector ◽

Welding Quality ◽

Adaptive Kernel ◽

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Quality Monitoring for Laser Welding Based on High-Speed Photography and Support Vector Machine

Applied Sciences ◽

10.3390/app7030299 ◽

2017 ◽

Vol 7 (3) ◽

pp. 299 ◽

Author(s):

Teng Wang ◽

Juequan Chen ◽

Xiangdong Gao ◽

Wei Li

Keyword(s):

Support Vector Machine ◽

Laser Welding ◽

Quality Monitoring ◽

Support Vector ◽

High Speed Photography

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Multi-class Support Vector Machine for On-line Spectral Quality Monitoring of Tobacco Products

Asian Journal of Chemistry ◽

10.14233/ajchem.2013.13712 ◽

2013 ◽

Vol 25 (7) ◽

pp. 3668-3672 ◽

Author(s):

C. Tan ◽

T. Wu ◽

X. Qin

Keyword(s):

Support Vector Machine ◽

Quality Monitoring ◽

Support Vector ◽

Spectral Quality ◽

Tobacco Products ◽

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Multisensor Fusion System for Monitoring High-Power Disk Laser Welding Using Support Vector Machine

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2014.2309482 ◽

2014 ◽

Vol 10 (2) ◽

pp. 1285-1295 ◽

Author(s):

Deyong You ◽

Xiangdong Gao ◽

Seiji Katayama

Keyword(s):

Support Vector Machine ◽

Laser Welding ◽

Support Vector ◽

Fusion System ◽

Multisensor Fusion ◽

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A spectroscopic method based on support vector machine and artificial neural network for fiber laser welding defects detection and classification

NDT & E International ◽

10.1016/j.ndteint.2019.102176 ◽

2019 ◽

Vol 108 ◽

pp. 102176 ◽

Author(s):

Yuanhang Chen ◽

Bo Chen ◽

Yongzhen Yao ◽

Caiwang Tan ◽

Jicai Feng

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Support Vector Machine ◽

Laser Welding ◽

Fiber Laser ◽

Spectroscopic Method ◽

Support Vector ◽

Fiber Laser Welding ◽

Welding Defects ◽

Artificial Neural

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Multi-frequency fibre optic sensors for in-process laser welding quality monitoring

NDT & E International ◽

10.1016/0963-8695(93)90256-t ◽

1993 ◽

Vol 26 (2) ◽

pp. 67-73 ◽

Author(s):

H.B. Chen ◽

L. Li ◽

D.J. Brookfield ◽

W.M. Steen

Keyword(s):

Laser Welding ◽

Quality Monitoring ◽

Fibre Optic ◽

Welding Quality

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Real-time monitoring of high-power disk laser welding based on support vector machine

Computers in Industry ◽

10.1016/j.compind.2017.10.003 ◽

2018 ◽

Vol 94 ◽

pp. 75-81 ◽

Author(s):

Juequan Chen ◽

Teng Wang ◽

Xiangdong Gao ◽

Li Wei

Keyword(s):

Support Vector Machine ◽

Laser Welding ◽

Real Time ◽

Support Vector ◽

Real Time Monitoring ◽

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Adaptive kernel scaling support vector machine with application to a prostate cancer image study

Journal of Applied Statistics ◽

10.1080/02664763.2020.1870669 ◽

2021 ◽

pp. 1-20

Author(s):

Xin Liu ◽

Wenqing He

Keyword(s):

Prostate Cancer ◽

Support Vector Machine ◽

Support Vector ◽

Image Study ◽

Adaptive Kernel

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Gene Selection Using Gaussian Kernel Support Vector Machine Based Recursive Feature Elimination with Adaptive Kernel Width Strategy

Rough Sets and Knowledge Technology - Lecture Notes in Computer Science ◽

10.1007/11795131_116 ◽

2006 ◽

pp. 799-806 ◽

Author(s):

Yong Mao ◽

Xiaobo Zhou ◽

Zheng Yin ◽

Daoying Pi ◽

Youxian Sun ◽

...

Keyword(s):

Support Vector Machine ◽

Gene Selection ◽

Gaussian Kernel ◽

Recursive Feature Elimination ◽

Support Vector ◽

Kernel Width ◽

Kernel Support Vector Machine ◽

Adaptive Kernel

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Laser Welding Quality Monitoring with an Optical Fiber System

Journal of the Optical Society of Korea ◽

10.3807/josk.2003.7.3.193 ◽

2003 ◽

Vol 7 (3) ◽

pp. 193-196 ◽

Author(s):

Jin-Tae Kim ◽

Do-Hyoung Kim ◽

Chin-Man Chung ◽

Sung-Hoon Baik ◽

Seung-Kyu Park ◽

...

Keyword(s):

Optical Fiber ◽

Laser Welding ◽

Quality Monitoring ◽

Welding Quality ◽

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Air quality monitoring for Smart eHealth system using firefly optimization and support vector machine

International Journal of Information Technology ◽

10.1007/s41870-021-00778-9 ◽

2021 ◽

Author(s):

Pankaj Rahi ◽

Sanjay P. Sood ◽

Rohit Bajaj ◽

Yogesh Kumar

Keyword(s):

Support Vector Machine ◽

Air Quality ◽

Quality Monitoring ◽

Support Vector ◽

Air Quality Monitoring ◽

Firefly Optimization

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