PERFORMANCE ANALYSIS OF DIMENSIONALITY REDUCTION FOR ECG SIGNALS

ISBN-13: 9786204184777 / Angielski / Miękka / 52 str.

Ganesh Babu C; Harikumar Rajaguru; Kalaiyarasi M

Opis

The proposed work developed to reduce the risk of high dimensional data representation in the form of low dimensional data representation. Reduction in dimensionality is achieved by choosing the right features where the dimensions get reduced, it build a right model to achieve right choice. This report presents the dimensionality reduction practices such as Principal Component Analysis (PCA), Kernel PCA and Locally Linear Embedded (LLE).

O autorze

C, Ganesh BabuC.Ganesh BabuWorking as Professor and Head of EIE department in Bannari Amman Institute of Technology, Received his B.E (ECE) degree from PSG College of Technology. and M.E (MOE) degree from Allagapa Chettiar College of Engineering and Technology. He was awarded Ph.D. in I&C Engg from Anna University.