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Keywords: support vector machine
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Journal Articles
Accepted Manuscript
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval..
Paper No: JTE20230052
Published Online: February 16, 2024
... index of image style is obtained according to the image gradient to complete the similarity matching of clothing style. On this basis, the clothing image features are extracted and input into the support vector machine classifier to complete the clothing classification and recognition. The experimental...
Journal Articles
Kuanfang He, Jiangfeng Yong, Rongyu Zhou, Jiahe Liang, Jingwei Yang, Mian Jiang, Wenqing Shi, Jiangwei Qiao, Qingbo Lu
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval.. November 2023, 51(6): JTE20220656.
Paper No: JTE20220656
Published Online: November 1, 2023
... is obtained by combining the joint wavelet dictionary with the orthogonal matching pursuit algorithm. The feature parameters of the PEC signal are calculated and inputted into the support vector machine to detect the laser welding seam defect intelligently. The validity of the proposed method is further...
Journal Articles
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval.. July 2023, 51(4): 2322–2334.
Paper No: JTE20220356
Published Online: July 1, 2023
..., an improved principal component analysis-support vector machine (PCA-SVM) intelligent algorithm based on grid search (GS) is proposed to detect the fatigue crack at different depths of rail bottom. The finite element method is used to establish the model of ultrasonic guided wave at different depths...
Journal Articles
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval.. May 2020, 48(3): 1975–1989.
Paper No: JTE20190269
Published Online: May 1, 2020
..., and relative distance between vehicle and exit, were used to describe the traffic flow characteristics and exiting lane-change route for the modeling purpose. The risk model was developed using two support vector machine models, which were based on the partial binary tree structure and the directed acyclic...
Journal Articles
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Technical Papers
J. Test. Eval.. July 2019, 47(4): 2947–2963.
Paper No: JTE20170433
Published Online: July 1, 2019
... and time domain of the waveform using a support vector machine. The performance of the proposed system is analyzed based on a confusion matrix for the false positive ratio and compared with a real time fall detection method designed using an ultrasonic array sensor. 26 07 2017 18 12 2017 12...
Journal Articles
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Research-Article
J. Test. Eval.. July 2017, 45(4): 1388–1395.
Paper No: JTE20150521
Published Online: July 20, 2017
... of the tester is determined by prediction model precision. A new prediction model for air permeability based on the support vector machine (SVM) was presented in the paper, which can improve the measurement precision and stability of the tester. Three groups of measured open data were used to verify...
Journal Articles
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Research-Article
J. Test. Eval.. May 2015, 43(3): 681–693.
Paper No: JTE20130297
Published Online: May 6, 2015
... with each linear variable, the support vector machine (SVM) as the individual nonlinear forecasting method to deal with each nonlinear variable, and the residual SVM as the integration method to integrate the forecasts of LRs and SVMs. The proposed procedure was applied to real datasets from China...
Journal Articles
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Research-Article
J. Test. Eval.. September 2013, 41(5): 833–844.
Paper No: JTE20120282
Published Online: July 17, 2013
... analysis (MDA), logit, decision trees (DT), neural networks (NN), support vector machine (SVM), and case-based reasoning (CBR), etc. Support vector machine (SVM), because of its excellent generalization ability, has been a hot subject nowadays. Especially, fuzzy SVM (FSVM) has achieved great development...
Journal Articles
Journal:
Journal of Testing and Evaluation
Publisher: ASTM International
Article Type: Research-Article
J. Test. Eval.. July 2007, 35(4): 408–415.
Published Online: July 1, 2007
... are employed for analysis. Wavelet transform (WT) is first applied as a feature extraction technique to analyze the time-domain vibration signal. The performance of support vector machine (svm) is then investigated and compared with the conventional neural network. The results confirm the applicability...