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Keywords: Support vector machines
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Journal Articles
Unveiling the interaction landscape and innovation-driven relationships in the support vector machines field from a knowledge network perspective
Available to Purchase
International Journal of Intelligent Computing and Cybernetics (2026) 19 (2): 243–263.
Published: 25 November 2025
...Dejian Yu; Jian Zhang Purpose This study explores the evolving interactions between scientific research and technological innovation in the support vector machines (SVMs) field, aiming to reveal their coupling mechanisms and innovation-driven dynamics. Design/methodology/approach We analysed...
Journal Articles
Feature reduction with PCA/KPCA for gait classification with different assistive devices
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International Journal of Intelligent Computing and Cybernetics (2015) 8 (4): 363–382.
Published: 09 November 2015
... feature reduction techniques, linear principal component analysis (PCA) and nonlinear kernel-PCA (KPCA), are expanded to provide a comparison of the spatio-temporal, symmetrical indexes and postural control parameters among the three different ADs. Then, a multiclass support vector machine (MSVM...
