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Volumn 13, Issue 5, 2003, Pages 437-449

Exploring process data with the use of robust outlier detection algorithms

Author keywords

Data preprocessing; Outliers; Process data; Robust statistics; Scaling methods

Indexed keywords

ALGORITHMS; DATA PROCESSING; ONLINE SYSTEMS; ROBUSTNESS (CONTROL SYSTEMS); SAMPLING; STATISTICAL METHODS;

EID: 0037411806     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0959-1524(02)00068-9     Document Type: Article
Times cited : (160)

References (20)
  • 2
    • 0035310763 scopus 로고    scopus 로고
    • Exploring process data
    • Pearson P.K. Exploring process data. J. Process Control. 11:2001;179-194.
    • (2001) J. Process Control , vol.11 , pp. 179-194
    • Pearson, P.K.1
  • 3
    • 84945952294 scopus 로고
    • The identification of multiple outliers
    • Davies L., Gather U. The identification of multiple outliers. J. Am. Stat. Assoc. 88:1993;782-801.
    • (1993) J. Am. Stat. Assoc. , vol.88 , pp. 782-801
    • Davies, L.1    Gather, U.2
  • 4
    • 84885933908 scopus 로고
    • Alternatives to the median absolute deviation
    • Rousseeuw P.J., Croux C. Alternatives to the median absolute deviation. J. Am. Stat. Assoc. 88:1993;1273-1283.
    • (1993) J. Am. Stat. Assoc. , vol.88 , pp. 1273-1283
    • Rousseeuw, P.J.1    Croux, C.2
  • 7
    • 0029267381 scopus 로고
    • Statistical process control of multivariate process
    • MacGregor J.F., Kourti T. Statistical process control of multivariate process. Control Engr. Practice. 3:1995;403-414.
    • (1995) Control Engr. Practice , vol.3 , pp. 403-414
    • MacGregor, J.F.1    Kourti, T.2
  • 8
    • 84863101603 scopus 로고
    • Quality control methods for several related variables
    • Jackson J.E. Quality control methods for several related variables. Technometrics. 1:1959;359-377.
    • (1959) Technometrics , vol.1 , pp. 359-377
    • Jackson, J.E.1
  • 10
    • 0028924387 scopus 로고
    • Trimmed object projections: A nonparametric robust latent-structure decomposition method
    • Helge H., Liang Y., Kvalheim O.M. Trimmed object projections. a nonparametric robust latent-structure decomposition method Chemom. Intell. Lab. Syst. 27:1995;33-40.
    • (1995) Chemom. Intell. Lab. Syst. , vol.27 , pp. 33-40
    • Helge, H.1    Liang, Y.2    Kvalheim, O.M.3
  • 11
    • 0037185465 scopus 로고    scopus 로고
    • A fast method for robust principal components with applications to chemometrics
    • Hubert M., Rousseeuw P.J., Verboven S. A fast method for robust principal components with applications to chemometrics. Chemom. Intell. Lab. Syst. 60:2002;101-111.
    • (2002) Chemom. Intell. Lab. Syst. , vol.60 , pp. 101-111
    • Hubert, M.1    Rousseeuw, P.J.2    Verboven, S.3
  • 14
    • 0001268633 scopus 로고    scopus 로고
    • Outlier detection in multivariate analytical chemical data
    • Egan W.J., Morgan S.L. Outlier detection in multivariate analytical chemical data. Anal. Chem. 70:1998;2372-2379.
    • (1998) Anal. Chem. , vol.70 , pp. 2372-2379
    • Egan, W.J.1    Morgan, S.L.2
  • 15
    • 0028946808 scopus 로고
    • Robust principal components regression as a detection tool for outliers
    • Walczak B., Massart D.L. Robust principal components regression as a detection tool for outliers. Chemom. Intell. Lab. Syst. 27:1995;41-52.
    • (1995) Chemom. Intell. Lab. Syst. , vol.27 , pp. 41-52
    • Walczak, B.1    Massart, D.L.2
  • 16
    • 0029256836 scopus 로고
    • Plant-wide control of the Tennessee Eastman problem
    • Lyman P.R., Georgakis C. Plant-wide control of the Tennessee Eastman problem. Comp. & Chem. Engr. 19:1995;321-331.
    • (1995) Comp. & Chem. Engr. , vol.19 , pp. 321-331
    • Lyman, P.R.1    Georgakis, C.2
  • 17
    • 0027561446 scopus 로고
    • A plant-wide industrial-process control problem
    • Downs J.J., Vogel E.F. A plant-wide industrial-process control problem. Comp. & Chem. Engr. 17:1993;245-255.
    • (1993) Comp. & Chem. Engr. , vol.17 , pp. 245-255
    • Downs, J.J.1    Vogel, E.F.2
  • 18
    • 0030217795 scopus 로고    scopus 로고
    • Decentralized control of the Tennessee Eastman problem
    • Ricker N.L. Decentralized control of the Tennessee Eastman problem. J. Process Control. 6:1996;205-221.
    • (1996) J. Process Control , vol.6 , pp. 205-221
    • Ricker, N.L.1
  • 19
    • 0028431355 scopus 로고
    • Base control for the Tennessee Eastman problem
    • McAvoy T.J., Ye N. Base control for the Tennessee Eastman problem. Comp. & Chem. Engr. 18:1994;383-413.
    • (1994) Comp. & Chem. Engr. , vol.18 , pp. 383-413
    • McAvoy, T.J.1    Ye, N.2
  • 20
    • 0033230994 scopus 로고    scopus 로고
    • Selection of the number of principal components: The variance of the reconstruction error criterion with a comparison to other methods
    • Valle S., Li W., Qin S.J. Selection of the number of principal components. the variance of the reconstruction error criterion with a comparison to other methods Ind. Eng. Chem. Res. 38:1999;4389-4401.
    • (1999) Ind. Eng. Chem. Res. , vol.38 , pp. 4389-4401
    • Valle, S.1    Li, W.2    Qin, S.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.