메뉴 건너뛰기




Volumn 36, Issue 1, 2009, Pages 434-441

Data description and noise filtering based detection with its application and performance comparison

Author keywords

NNDD; One class classification; Orthogonal filtering; Outlier detection; PCADD; Support vector machines

Indexed keywords

DATA DESCRIPTION; LEARNING ALGORITHMS; SIGNAL DETECTION;

EID: 53849088217     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.09.053     Document Type: Article
Times cited : (22)

References (20)
  • 1
    • 0035885219 scopus 로고    scopus 로고
    • Fault diagnosis of multivariate systems using pattern recognition and multisensor data analysis technique
    • Akbaryan F., and Bishnoi P.R. Fault diagnosis of multivariate systems using pattern recognition and multisensor data analysis technique. Computers and Chemical Engineering 25 (2001) 1313-1339
    • (2001) Computers and Chemical Engineering , vol.25 , pp. 1313-1339
    • Akbaryan, F.1    Bishnoi, P.R.2
  • 3
    • 0034296402 scopus 로고    scopus 로고
    • Generalized discriminant analysis using a kernel approach
    • Baudat G., and Anouar F. Generalized discriminant analysis using a kernel approach. Neural Computation 12 (2000) 2385-2404
    • (2000) Neural Computation , vol.12 , pp. 2385-2404
    • Baudat, G.1    Anouar, F.2
  • 4
    • 0037110983 scopus 로고    scopus 로고
    • A modular simulation package for fed-batch fermentation: Penicillin production
    • Birol G., Undey C., and Cinar A. A modular simulation package for fed-batch fermentation: Penicillin production. Computers and Chemical Engineering 26 (2002) 1553-1565
    • (2002) Computers and Chemical Engineering , vol.26 , pp. 1553-1565
    • Birol, G.1    Undey, C.2    Cinar, A.3
  • 5
    • 53849110111 scopus 로고    scopus 로고
    • Online monitoring and diagnosis of batch processes: Empirical model-based framework and a case study
    • Cho H.W., Kim K.J., and Jeong M.K. Online monitoring and diagnosis of batch processes: Empirical model-based framework and a case study. International Journal of Production Research 44 (2006) 2361-2378
    • (2006) International Journal of Production Research , vol.44 , pp. 2361-2378
    • Cho, H.W.1    Kim, K.J.2    Jeong, M.K.3
  • 6
    • 0034648795 scopus 로고    scopus 로고
    • Orthogonal signal correction, wavelet analysis, and multivariate calibration of complicated process fluorescence data
    • Eriksson L., Trygg J., Johansson E., Bro R., and Wold S. Orthogonal signal correction, wavelet analysis, and multivariate calibration of complicated process fluorescence data. Analytica Chimica Acta 420 (2000) 181-195
    • (2000) Analytica Chimica Acta , vol.420 , pp. 181-195
    • Eriksson, L.1    Trygg, J.2    Johansson, E.3    Bro, R.4    Wold, S.5
  • 8
    • 0029357005 scopus 로고
    • Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS
    • Kourti T., Nomikox P., and MacGregor J.F. Analysis, monitoring and fault diagnosis of batch processes using multiblock and multiway PLS. Journal of Process Control 5 (1995) 277-284
    • (1995) Journal of Process Control , vol.5 , pp. 277-284
    • Kourti, T.1    Nomikox, P.2    MacGregor, J.F.3
  • 9
    • 0037106519 scopus 로고    scopus 로고
    • Multivariate process monitoring and fault identification using multi-scale PCA
    • Misra M., Qin S.J., Yue H., and Ling C. Multivariate process monitoring and fault identification using multi-scale PCA. Computers and Chemical Engineering 26 (2002) 1281-1293
    • (2002) Computers and Chemical Engineering , vol.26 , pp. 1281-1293
    • Misra, M.1    Qin, S.J.2    Yue, H.3    Ling, C.4
  • 11
    • 0029252734 scopus 로고
    • Multivariate SPC charts for monitoring batch processes
    • Nomikos P., and MacGregor J.F. Multivariate SPC charts for monitoring batch processes. Technometrics 37 (1995) 41-59
    • (1995) Technometrics , vol.37 , pp. 41-59
    • Nomikos, P.1    MacGregor, J.F.2
  • 12
    • 0030127409 scopus 로고    scopus 로고
    • Statistical process monitoring and disturbance diagnosis in multivariable continuous-processes
    • Raich A., and Cinar A. Statistical process monitoring and disturbance diagnosis in multivariable continuous-processes. AlChE J 42 (1996) 995-1009
    • (1996) AlChE J , vol.42 , pp. 995-1009
    • Raich, A.1    Cinar, A.2
  • 13
    • 0038259120 scopus 로고    scopus 로고
    • Kernel partial least squares regression in reproducing Kernel Hilbert space
    • Rosipal R., and Trejo L.J. Kernel partial least squares regression in reproducing Kernel Hilbert space. Journal of Machine Learning Research 2 (2001) 97-123
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 97-123
    • Rosipal, R.1    Trejo, L.J.2
  • 14
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • Schölkopf B., Smola A.J., and Müller K. Nonlinear component analysis as a kernel eigenvalue problem. Neural Computation 10 (1998) 1299-1319
    • (1998) Neural Computation , vol.10 , pp. 1299-1319
    • Schölkopf, B.1    Smola, A.J.2    Müller, K.3
  • 15
    • 12344273544 scopus 로고    scopus 로고
    • Object detection using feature subset selection
    • Sun Z., Bebis G., and Miller R. Object detection using feature subset selection. Pattern Recognition 27 (2004) 2165-2176
    • (2004) Pattern Recognition , vol.27 , pp. 2165-2176
    • Sun, Z.1    Bebis, G.2    Miller, R.3
  • 16
    • 53849108638 scopus 로고    scopus 로고
    • Tax, D. M. J. (2006). DD_tools. .
    • Tax, D. M. J. (2006). DD_tools. .
  • 17
    • 0942266514 scopus 로고    scopus 로고
    • Support vector data description
    • Tax D.M.J., and Duin R.P.W. Support vector data description. Machine Learning 54 (2004) 45-66
    • (2004) Machine Learning , vol.54 , pp. 45-66
    • Tax, D.M.J.1    Duin, R.P.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.