News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM

News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM

Feature extraction and classification are two key steps for activity recognition in a smart home environment. In this work, we used three methods for feature extraction: Principal Component Analysis (PCA), Independent Component Analysis (ICA), and Linear Discriminant Analysis (LDA). The new features...

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Bibliographic Details
Main Authors: M’hamed Bilal Abidine, Belkacem Fergani
Format: Article
Language:English
Published: MDPI AG 2015-08-01
Series:Information
Subjects:
activity recognition
principal component analysis
independent component analysis
linear discriminant analysis
weighted support vector machines
Online Access:http://www.mdpi.com/2078-2489/6/3/505

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