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Volumn , Issue , 2012, Pages 175-180

A predictive maintenance system based on regularization methods for ion-implantation

Author keywords

[No Author keywords available]

Indexed keywords

ACCELERATED IONS; ELASTIC NET; MAINTENANCE ACTIVITY; MAINTENANCE OPERATIONS; MATERIAL SUBSTRATES; PHYSICAL VARIABLES; PREDICTIVE MAINTENANCE; PREDICTIVE PERFORMANCE; REGULARIZATION METHODS; RIDGE REGRESSION; SEMICONDUCTOR DATA; SEMICONDUCTOR MANUFACTURING; STATISTICAL MODELING; TUNGSTEN FILAMENTS;

EID: 84863888440     PISSN: 10788743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASMC.2012.6212884     Document Type: Conference Paper
Times cited : (21)

References (16)
  • 5
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    • A personal historical perspective of ion implantation equipment for semiconductor applications
    • C. M. McKenna, "A personal historical perspective of ion implantation equipment for semiconductor applications," in Conference on Ion Implantation Technology, pp. 1-19, 2000.
    • (2000) Conference on Ion Implantation Technology , pp. 1-19
    • McKenna, C.M.1
  • 12
    • 33751541707 scopus 로고    scopus 로고
    • A classification-based fault detection and isolation scheme for the ion implanter
    • S.-Y. Lin and S.-C. Horng, "A classification-based fault detection and isolation scheme for the ion implanter," IEEE Transactions on Semiconductor Manufacturing, vol. 19, no. 4, pp. 411-424, 2006.
    • (2006) IEEE Transactions on Semiconductor Manufacturing , vol.19 , Issue.4 , pp. 411-424
    • Lin, S.-Y.1    Horng, S.-C.2
  • 13
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation for nonorthogonal problems
    • A. E. Hoerl and R. W. Kennard, "Ridge regression: Biased estimation for nonorthogonal problems," Technometrics, vol. 12, pp. 55-67, 1970.
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 14
    • 77950537175 scopus 로고    scopus 로고
    • Regularization paths for generalized linear models via coordinate descent
    • J. Friedman, T. Hastie, and R. Tibshirani, "Regularization paths for generalized linear models via coordinate descent," Journal of Statistical Software, vol. 33, pp. 1-22, 2010.
    • (2010) Journal of Statistical Software , vol.33 , pp. 1-22
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 15
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • A. Aizerman, E. M. Braverman, and L. I. Rozoner, "Theoretical foundations of the potential function method in pattern recognition learning," Automation and Remote Control, vol. 25, pp. 821- 837, 1964.
    • (1964) Automation and Remote Control , vol.25 , pp. 821-837
    • Aizerman, A.1    Braverman, E.M.2    Rozoner, L.I.3
  • 16
    • 21144474350 scopus 로고
    • Linear model selection by cross-validation
    • J. Shao, "Linear model selection by cross-validation," Journal of American Statistical Association, vol. 88, pp. 486-494, 1993.
    • (1993) Journal of American Statistical Association , vol.88 , pp. 486-494
    • Shao, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.