Deterministic Multi-kernel based extreme learning machine for pattern classification

•Integration of deterministic and multiple kernel learning approach.•Feature vectors are determined based on holistic and local appearance.•Hidden layer parameters are analytically designed rather than random selection.•Resultant Kernel function is linear combination of pre-specified kernels.•Applic...

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Veröffentlicht in:	Expert systems with applications 2021-11, Vol.183, p.115308, Article 115308
Hauptverfasser:	Ahuja, Bhawna, Vishwakarma, Virendra P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Deterministic learning Face recognition Feature extraction GLCM Kernel functions Machine learning Multi-kernel Neural networks Pattern analysis Pattern classification Pattern recognition
Online-Zugang:	Volltext
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