메뉴 건너뛰기




Volumn , Issue , 2012, Pages 210-217

Detecting ECG abnormalities via transductive transfer learning

Author keywords

Anomaly detection; ECG; Transductive learning

Indexed keywords

ABNORMALITY DETECTION; ANOMALY DETECTION; CARDIAC ACTIVITY; DATA SETS; ECG SIGNALS; EXPERIMENTAL EVALUATION; HEALTH INFORMATICS; LABELED TRAINING DATA; MONITORING FUNCTIONS; PATTERN RECOGNITION TECHNIQUES; REAL TIME MONITORING; SOURCE SIGNALS; SUDDEN DEATHS; TRANSDUCTIVE LEARNING; TRANSFER LEARNING;

EID: 84869429622     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2382936.2382963     Document Type: Conference Paper
Times cited : (21)

References (30)
  • 1
    • 33751396142 scopus 로고    scopus 로고
    • Optimal noise filtering in the chemotactic response of escherichia coli
    • B. W. Andrews, T.-M. Yi, and P. A. Iglesias. Optimal noise filtering in the chemotactic response of escherichia coli. PLoS Computational Biology, 2(11):12, 2006.
    • (2006) PLoS Computational Biology , vol.2 , Issue.11 , pp. 12
    • Andrews, B.W.1    Yi, T.-M.2    Iglesias, P.A.3
  • 3
    • 70350432623 scopus 로고    scopus 로고
    • Cost-sensitive supported vector learning to rank
    • X. Chang, Q. Zheng, and P. Lin. Cost-sensitive supported vector learning to rank. Learning, pages 305-314, 2009.
    • (2009) Learning , pp. 305-314
    • Chang, X.1    Zheng, Q.2    Lin, P.3
  • 10
    • 0037410488 scopus 로고    scopus 로고
    • Discovering cluster-based local outliers
    • Z. He, X. Xu, and S. Deng. Discovering cluster-based local outliers. Pattern Recognition Letters, 24(9-10):1641-1650, 2003.
    • (2003) Pattern Recognition Letters , vol.24 , Issue.9-10 , pp. 1641-1650
    • He, Z.1    Xu, X.2    Deng, S.3
  • 13
    • 1942483137 scopus 로고    scopus 로고
    • Transductive inference for text classification using support vector machines
    • T. Joachims. Transductive inference for text classification using support vector machines. Most, pages 200-209, 1999.
    • (1999) Most , pp. 200-209
    • Joachims, T.1
  • 16
    • 0001972236 scopus 로고    scopus 로고
    • Addressing the curse of imbalanced training sets: One-sided selection
    • M. Kubat and S. Matwin. Addressing the curse of imbalanced training sets: one-sided selection. Training, pages 179-186, 1997.
    • (1997) Training , pp. 179-186
    • Kubat, M.1    Matwin, S.2
  • 17
    • 26444514978 scopus 로고    scopus 로고
    • An abnormal ecg beat detection approach for long-term monitoring of heart patients based on hybrid kernel machine ensemble
    • P. Li, K. Chan, S. Fu, and S. Krishnan. An abnormal ecg beat detection approach for long-term monitoring of heart patients based on hybrid kernel machine ensemble. Biomedical Engineering, 3541/2005:346-355, 2005.
    • (2005) Biomedical Engineering , vol.3541 , Issue.2005 , pp. 346-355
    • Li, P.1    Chan, K.2    Fu, S.3    Krishnan, S.4
  • 19
    • 33845415611 scopus 로고    scopus 로고
    • Innovation detection based on user-interest ontology of blog community
    • M. Nakatsuji, Y. Miyoshi, and Y. Otsuka. Innovation detection based on user-interest ontology of blog community. Innovation, 4273(1):9-11, 2006.
    • (2006) Innovation , vol.4273 , Issue.1 , pp. 9-11
    • Nakatsuji, M.1    Miyoshi, Y.2    Otsuka, Y.3
  • 20
    • 0033001284 scopus 로고    scopus 로고
    • Resting heart rate
    • P. Palatini. Resting heart rate. Heart, 33:622-625, 1999.
    • (1999) Heart , vol.33 , pp. 622-625
    • Palatini, P.1
  • 21
    • 84869474965 scopus 로고    scopus 로고
    • Integration of fcm, pca and neural networks for classification of ecg arrhythmias
    • February
    • D. Patra, M. K. Das, and S. Pradhan. Integration of fcm, pca and neural networks for classification of ecg arrhythmias. International Journal, (February), 2010.
    • (2010) International Journal
    • Patra, D.1    Das, M.K.2    Pradhan, S.3
  • 23
    • 0039845384 scopus 로고    scopus 로고
    • Efficient algorithms for mining outliers from large data sets
    • S. Ramaswamy, R. Rastogi, and K. Shim. Efficient algorithms for mining outliers from large data sets. ACM SIGMOD Record, 29(2):427-438, 2000.
    • (2000) ACM SIGMOD Record , vol.29 , Issue.2 , pp. 427-438
    • Ramaswamy, S.1    Rastogi, R.2    Shim, K.3
  • 24
    • 84869452143 scopus 로고    scopus 로고
    • Ecg signal processing using dyadic wavelet for mental stress assessment
    • G. Ranganathan and K. College. Ecg signal processing using dyadic wavelet for mental stress assessment. Engineering, 2010.
    • (2010) Engineering
    • Ranganathan, G.1    College, K.2
  • 29
    • 67650671551 scopus 로고    scopus 로고
    • A new local distance-based outlier detection approach for scattered real-world data
    • K. Zhang, M. Hutter, and H. Jin. A new local distance-based outlier detection approach for scattered real-world data. Advances in Knowledge Discovery and Data Mining, 5476:813-822, 2009.
    • (2009) Advances in Knowledge Discovery and Data Mining , vol.5476 , pp. 813-822
    • Zhang, K.1    Hutter, M.2    Jin, H.3
  • 30
    • 65249156447 scopus 로고    scopus 로고
    • An effective clustering-based approach for outlier detection
    • B. A. Zoubi. An effective clustering-based approach for outlier detection. European Journal of Scientific Research, 28(2):310-316, 2009.
    • (2009) European Journal of Scientific Research , vol.28 , Issue.2 , pp. 310-316
    • Zoubi, B.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.