Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering

Author:

Rodríguez-Sotelo J.L.,Peluffo-Ordoñez D.,Cuesta-Frau D.,Castellanos-Domínguez G.

Funder

COLCIENCIAS (Colombia)

Spanish Ministry of Science and Innovation

Publisher

Elsevier BV

Subject

Health Informatics,Computer Science Applications,Software

Reference36 articles.

1. Toward integrating feature selection algorithms for classification and clustering;Liu;IEEE Transactions on Knowledge and Data Engineering,2005

2. Feature selection for medical data mining: comparisons of expert judgment and automatic approaches;Cheng,2006

3. A survey of outlier detection methodologies;Hodge;Artificial Intelligence Review,2004

4. Clustering of ECG signals in computer-aided Holter analysis;Cuesta;Computer Methods and Programs in Biomedicine,2003

5. Predictive data mining for medical diagnosis: an overview of heart disease prediction;Soni;International Journal of Computer Applications,2011

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