Hyperbox classifiers for ECG beat analysis

Computers in Cardiology

Volumn 34, Issue , 2007, Pages 145-148

  Bortolan, G ^a   Christov, I I ^b   Pedrycz, W ^c,d  

^a CNR   (Italy)

^b CENTRE OF BIOMEDICAL ENGINEERING   (Bulgaria)

^c UNIVERSITY OF ALBERTA   (Canada)

^d SYSTEMS RESEARCH INSTITUTE   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

BEAT ANALYSIS; CLASSIFICATION ABILITIES; HYPER ELLIPSOIDS; HYPERBOXES; INTERPRETABILITY; LEARNING CAPACITIES; LEARNING PROCESS; PREMATURE VENTRICULAR CONTRACTIONS;

CARDIOLOGY; CLASSIFIERS; CLUSTERING ALGORITHMS; ELECTROCHROMIC DEVICES; FUZZY CLUSTERING; LEARNING ALGORITHMS; LEARNING SYSTEMS;

ELECTROCARDIOGRAPHY;

EID: 62949109550     PISSN: 02766574     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIC.2007.4745442     Document Type: Conference Paper

References (8)

1. Christov I, Jekova I, Bortolan G, Premature ventricular cantraction classification by the Kth nearest-neighbours rule, Physiological Measurement, 2005; 26:123-130.
2. Laguna P, Jane R, Caminal P, Adaptive feature extraction for QRS classification and ectopic beat detection. In: Murray A, Arzbaecher R Eds.Computers in Cardiology, 1991; 613-616.
3. Ham FM, Ham S, Classification of cardiac arrhythmias using fuzzy ARTMAP, IEEE Trans. Biomedical Engineering, 1996; 43:425-430.
4. Al-Nashash H, Cardiac arrhythmia classification using neural networks, Technol Health Care, 2000; 8:363-72.
5. Mark R, Moody G, MIT-BIH Arrhythmia data base directory, Massachusetts Institute of Technology, Cambridge, 1988.
6. Christov I, Bortolan G, Ranking of pattern recognition parameters for premature ventricular cantractions classification by neural networks, Physiological Measurement, 2004; 24:1281-1290.
7. Jaklic A, Leonardis A, Solina F, Segmentation and recovery of superquadrics, Kluwer Academic Publishers, London, 2000.
8. Bortolan G, Pedrycz W, Hyperbox Classifier for arrhythmia classification, Kybernetes, 2007; 36:531-547.