메뉴 건너뛰기




Volumn 36, Issue 5, 1998, Pages 608-614

Feature extraction and state identification in biomedical signals using hierarchical fuzzy clustering

Author keywords

EEG; Events forecasting; Heart rate variability; Hierarchical clustering; Hybrid systems; Temporal pattern recognition; Unsupervised fuzzy clustering

Indexed keywords

ALGORITHMS; BIOMEDICAL ENGINEERING; DIGITAL SIGNAL PROCESSING; ELECTROENCEPHALOGRAPHY; FEATURE EXTRACTION; FUZZY SETS; PATTERN RECOGNITION; RECURSIVE FUNCTIONS; SPURIOUS SIGNAL NOISE;

EID: 0032169829     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF02524432     Document Type: Article
Times cited : (22)

References (18)
  • 6
    • 0024568388 scopus 로고
    • Fuzzy clustering for the estimation of the parameters of the components of mixtures of normal distributions
    • GATH, I., and GEVA, A. B. (1989): 'Fuzzy clustering for the estimation of the parameters of the components of mixtures of normal distributions,' Pattern Recog. Lett., (9), pp. 77-86
    • (1989) Pattern Recog. Lett. , Issue.9 , pp. 77-86
    • Gath, I.1    Geva, A.B.2
  • 7
    • 0028500454 scopus 로고
    • Unsupervized clustering of evoked potentials by waveform
    • GEVA, A. G., and PRATT, H. (1994): 'Unsupervized clustering of evoked potentials by waveform,' Med. Biol. Eng. Comput., 32, pp. 543-550
    • (1994) Med. Biol. Eng. Comput. , vol.32 , pp. 543-550
    • Geva, A.G.1    Pratt, H.2
  • 8
    • 0030399571 scopus 로고    scopus 로고
    • Decision making in electromyo- Graphy using wavelet-type analysis and fuzzy clustering
    • Beijing
    • GEVA, A. G., and GATH, I. (1996): 'Decision making in electromyo- graphy using wavelet-type analysis and fuzzy clustering. 1996 Proc. IEEE Int. Conf. on System, Man and Cybernetics, Beijing
    • (1996) 1996 Proc. IEEE Int. Conf. on System, Man and Cybernetics
    • Geva, A.G.1    Gath, I.2
  • 9
    • 0031053374 scopus 로고    scopus 로고
    • Multichannel wavelet-type decomposition of evoked potentials: Model-based recognition of generator activity
    • GEVA, A. B., PRATT, H., and ZEEVI, Y. Y. (1997): Multichannel wavelet-type decomposition of evoked potentials: model-based recognition of generator activity,' Med. Biol. Eng. Comput., 95, pp. 40-46
    • (1997) Med. Biol. Eng. Comput. , vol.95 , pp. 40-46
    • Geva, A.B.1    Pratt, H.2    Zeevi, Y.Y.3
  • 10
    • 0347258948 scopus 로고    scopus 로고
    • Dynamic unsupervised fuzzy clustering in forecasting events from biomedical signals
    • Ministry of Science, Zichron Yaakov, Israel
    • GEVA, A. B. (1997a): 'Dynamic unsupervised fuzzy clustering in forecasting events from biomedical signals.' Ministry of Science, Int. Conf. on Fuzzy logic and applications, Zichron Yaakov, Israel
    • (1997) Int. Conf. on Fuzzy Logic and Applications
    • Geva, A.B.1
  • 11
    • 0031355405 scopus 로고    scopus 로고
    • Unsupervised hierarchical fuzzy clustering methods in forecasting medical events from biomedical signals
    • Orlando, Florida, USA
    • GEVA, A. B. (1997b): 'Unsupervised hierarchical fuzzy clustering methods in forecasting medical events from biomedical signals,' IEEE Proc. 1997 Int. Conf. on System, man and cybernetics, Orlando, Florida, USA
    • (1997) IEEE Proc. 1997 Int. Conf. on System, Man and Cybernetics
    • Geva, A.B.1
  • 14
    • 84898785264 scopus 로고
    • Characterization of signal from multiscale edges
    • MALLAT, S. G., and ZONG, S. (1992): 'Characterization of signal from multiscale edges,' IEEE Trans. PAMI 10, pp. 710-732
    • (1992) IEEE Trans. , vol.PAMI 10 , pp. 710-732
    • Mallat, S.G.1    Zong, S.2
  • 15
    • 0029360028 scopus 로고
    • On cluster validity for the fuzzy c-means model
    • PAL, N. R., and BHZDEK, J. C. (1995): 'On cluster validity for the fuzzy c-means model,' IEEE Trans. Fuzzy Syst, 3, (3), pp. 370-379
    • (1995) IEEE Trans. Fuzzy Syst , vol.3 , Issue.3 , pp. 370-379
    • Pal, N.R.1    Bhzdek, J.C.2
  • 16
    • 0029256707 scopus 로고
    • Time frequency analysis of electrophysiology signals in epilepsy
    • WILLIAMS, W. J., ZOVERI, H. P., and SACKELLARES, J. C. (1995): 'Time frequency analysis of electrophysiology signals in epilepsy,' IEEE Eng. Med. Biol., 14, pp. 123-143
    • (1995) IEEE Eng. Med. Biol. , vol.14 , pp. 123-143
    • Williams, W.J.1    Zoveri, H.P.2    Sackellares, J.C.3
  • 17
    • 0026204245 scopus 로고
    • A validity measure for fuzzy clustering
    • XIE, X. L., and BENI, G. (1991): 'A validity measure for fuzzy clustering,' IEEE Trans. Pattern Anal. Mach. Intell., 13, (8), pp. 841-847
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell. , vol.13 , Issue.8 , pp. 841-847
    • Xie, X.L.1    Beni, G.2
  • 18
    • 34248666540 scopus 로고
    • Fuzzy sets
    • ZADEH, L. A. (1965): 'Fuzzy sets,' Inf. Control, 8, pp. 338-353
    • (1965) Inf. Control , vol.8 , pp. 338-353
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.