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Volumn 38, Issue 5, 2011, Pages 5028-5035

Time series labeling algorithms based on the K-nearest neighbors' frequencies

Author keywords

Bispectral index; Clustering; FCM; K nearest neighbor; Time series

Indexed keywords

BISPECTRAL INDEX; BRAIN ACTIVITY; CLUSTERING; FCM; FUZZY C MEANS CLUSTERING; K-NEAREST NEIGHBORHOODS; K-NEAREST NEIGHBORS; LABELING ALGORITHMS; SMOOTHING PROCESS; SOLUTION ALGORITHMS; UNSUPERVISED LEARNING METHOD;

EID: 79151483731     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.09.147     Document Type: Article
Times cited : (4)

References (23)
  • 3
    • 36148952573 scopus 로고    scopus 로고
    • Multi-attribute fuzzy time series method based on fuzzy clustering
    • C.H. Cheng, G.W. Cheng, and J.W. Wang Multi-attribute fuzzy time series method based on fuzzy clustering Expert Systems with Applications 34 2008 1235 1242
    • (2008) Expert Systems with Applications , vol.34 , pp. 1235-1242
    • Cheng, C.H.1    Cheng, G.W.2    Wang, J.W.3
  • 5
    • 58549100651 scopus 로고    scopus 로고
    • Adaptive clustering for time series: Application for identifying cell cycle expressed genes
    • A.D. Chouakria, A. Diallo, and F. Giroud Adaptive clustering for time series: Application for identifying cell cycle expressed genes Computational Statistics and Data Analysis 53 2009 1414 1426
    • (2009) Computational Statistics and Data Analysis , vol.53 , pp. 1414-1426
    • Chouakria, A.D.1    Diallo, A.2    Giroud, F.3
  • 8
    • 52449116108 scopus 로고    scopus 로고
    • Fault detection using the K-nearest neighbor rule for semiconductor manufacturing processes
    • Q.P. He, and W.J. Fault Fault detection using the K-nearest neighbor rule for semiconductor manufacturing processes IEEE Transactions On Semiconductor Manufacturing 20 4 2007 345 354
    • (2007) IEEE Transactions on Semiconductor Manufacturing , vol.20 , Issue.4 , pp. 345-354
    • He, Q.P.1    Fault, W.J.2
  • 9
    • 34548014943 scopus 로고    scopus 로고
    • Affine Takagi-Sugeno fuzzy modeling algorithm by fuzzy c-regression models clustering with a novel cluster validity criterion
    • C.C. Kung, and J.Y. Su Affine Takagi-Sugeno fuzzy modeling algorithm by fuzzy c-regression models clustering with a novel cluster validity criterion Control Theory and Applications 1 5 2007 1255 1265
    • (2007) Control Theory and Applications , vol.1 , Issue.5 , pp. 1255-1265
    • Kung, C.C.1    Su, J.Y.2
  • 12
    • 70449712624 scopus 로고    scopus 로고
    • Comparative clustering analysis of bispectral index series of brain activity
    • E.N. Nasibov, and G. Ulutagay Comparative clustering analysis of bispectral index series of brain activity Expert Systems with Applications 2009 10.1016/j.eswa.2009.07.071
    • (2009) Expert Systems with Applications
    • Nasibov, E.N.1    Ulutagay, G.2
  • 14
    • 44349182625 scopus 로고    scopus 로고
    • Clustering heteroskedastic time series by model-based procedures
    • E. Otranto Clustering heteroskedastic time series by model-based procedures Computational Statistics and Data Analysis 52 2008 4685 4698
    • (2008) Computational Statistics and Data Analysis , vol.52 , pp. 4685-4698
    • Otranto, E.1
  • 15
    • 57249105196 scopus 로고    scopus 로고
    • Analysis of Non-REM sleep staging with electroencephalography bispectral index
    • M. Özgören, S. Kocaaslan, and A. Öniz Analysis of Non-REM sleep staging with electroencephalography bispectral index Sleep Biol Rhythms 6 4 2008 249 255
    • (2008) Sleep Biol Rhythms , vol.6 , Issue.4 , pp. 249-255
    • Özgören, M.1    Kocaaslan, S.2    Öniz, A.3
  • 16
    • 0029360028 scopus 로고
    • On cluster validity for the fuzzy c means model
    • N.R. Pal, and J.C. Bezdek On cluster validity for the fuzzy c means model IEEE Transactions on Fuzzy Systems 3 3 1995 370 379
    • (1995) IEEE Transactions on Fuzzy Systems , vol.3 , Issue.3 , pp. 370-379
    • Pal, N.R.1    Bezdek, J.C.2
  • 21
    • 42749090636 scopus 로고    scopus 로고
    • Discovering patterns in categorical time series using IFS
    • C.H. Weib, and R. Gob Discovering patterns in categorical time series using IFS Computational Statistics and Data Analysis 52 2008 4369 4379
    • (2008) Computational Statistics and Data Analysis , vol.52 , pp. 4369-4379
    • Weib, C.H.1    Gob, R.2
  • 22
    • 50949133035 scopus 로고    scopus 로고
    • Classification of multivariate time series using two-dimensional singular value decomposition
    • X. Weng, and J. Shen Classification of multivariate time series using two-dimensional singular value decomposition Knowledge Based Systems 21 2008 535 539
    • (2008) Knowledge Based Systems , vol.21 , pp. 535-539
    • Weng, X.1    Shen, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.