Support vector machine based error filtering for holter electrocardiogram analysis

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 7 VOLS, Issue , 2005, Pages 3872-3875

  Kigawa, Yasushi ^a   Oguri, Koji ^a  

^a AICHI PREFECTURAL UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CARDIOLOGY; DATA PROCESSING; NEURAL NETWORKS; SIGNAL FILTERING AND PREDICTION;

ELECTROCARDIOGRAM ANALYSIS; ERROR FILTERING; HEARTBEAT; SUPPORT VECTOR MACHINES (SVM);

ELECTROCARDIOGRAPHY;

EID: 33846931386     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iembs.2005.1615306     Document Type: Conference Paper

References (6)

1. M.Lagerholm, C.Peterson, G.Braccini, L.Edenbrandt, and L.Sörnmo, "Clustering ECG Complexes Using Hermite Funcitons and SelfOrganizing Maps," IEEE Trans. Biomed. Eng., vol.47, no.7, pp.838-848, Jul. 2000.
2. Neelanjan Mukherjee and Sayan Mukherjee, "Predicting Signal Peptides with Support Vector Machines," First International Workshop, SVM 2002 LNCS 2388, pp. 1-7, 2002.
3. Kyung-shik Shin, Kyoung Jun Lee and Hyuu-jung Kim, "Support Vector Machines Approach to Pattern Detection in Bankruptcy Prediction and Its Contingency," ICONIP 2004, LNCS3316, pp. 1254-1259, 2004.
4. V.Vapkin, "The Nature of Statistical Learning Theory," Springer, New York, 2000.
5. Hyeran Byun and Seong-Whan Lee, "Applications of Support Vector Machines for Pattern Recognition: A Survey," First International Workshop, SVM 2002 LNCS 2388,pp.213-236, 2002.
6. Asanobu Kitamoto, "Typhoon Analysis and Data Mining with Kernel Methods," First International Workshow, SVM 2002 LNCS 2388, pp.237-248, 2002.