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Volumn , Issue , 2013, Pages 3447-3456

Data Mining and Support Vector Regression Machine Learning in Semiconductor Manufacturing to improve virtual metrology

Author keywords

[No Author keywords available]

Indexed keywords

ADVANCED PROCESS CONTROL; HIGH DENSITY PLASMA CHEMICAL VAPOR DEPOSITION; KNOWLEDGE DISCOVERY IN DATABASE; MACHINE LEARNING METHODS; REGRESSION ALGORITHMS; SEMICONDUCTOR MANUFACTURING; SUPPORT VECTOR REGRESSION (SVR); SUPPORT VECTOR REGRESSION MACHINES;

EID: 84875518690     PISSN: 15301605     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/HICSS.2013.163     Document Type: Conference Paper
Times cited : (32)

References (19)
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  • 5
    • 49149109532 scopus 로고    scopus 로고
    • An Approach for factory-wide control utilizing virtual metrology
    • November
    • Khan,A. A., Moyne, J. R., Tilbury,D.M., An Approach for factory-wide control utilizing virtual metrology. IEEE Transactions on Semiconductor Manufacturing, vol. 20, no. 4., November 2007, pp. 364-375.
    • (2007) IEEE Transactions on Semiconductor Manufacturing , vol.20 , Issue.4 , pp. 364-375
    • Khana, A.1    Moyne, J.R.2    Tilbury, D.M.3
  • 9
    • 49249085507 scopus 로고    scopus 로고
    • Accuracy and real-time considerations for implementing various virtual metrology algorithms
    • August
    • Su,Y.-C., Lin, T.-H., Cheng, F.-T., Wu,W.-M., Accuracy and Real-Time Considerations for Implementing Various Virtual Metrology Algorithms. IEEE Transactions on Semiconductor Manufacturing, vol. 21, no. 3, August 2008.
    • (2008) IEEE Transactions on Semiconductor Manufacturing , vol.21 , Issue.3
    • Su, Y.-C.1    Lin, T.-H.2    Cheng, F.-T.3    Wu, W.-M.4
  • 10
    • 9744248703 scopus 로고    scopus 로고
    • Review knowledge management and knowledge management systems: Conceptual foundations and research issues
    • M. Alavi, D. E. Leidner: Review, Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues. MIS Quarterly, 25(1), pp. 107-136, 2001.
    • (2001) MIS Quarterly , vol.25 , Issue.1 , pp. 107-136
    • Alavi, M.1    Leidner, D.E.2
  • 11
    • 28744434462 scopus 로고    scopus 로고
    • Contributing knowledge to electronic knowledge repositories: An empirical investigation
    • A. Kankanhalli, B. C. Y. Tan, K.-K. Wei, Contributing Knowledge to Electronic Knowledge Repositories: An Empirical Investigation, MIS, Quarterly, 29(1), pp. 113-143, 2005.
    • (2005) MIS, Quarterly , vol.29 , Issue.1 , pp. 113-143
    • Kankanhalli, A.1    Tan, B.C.Y.2    Wei, K.-K.3
  • 15
    • 0026860799 scopus 로고
    • Robust linear programming discrimination of two linearly inseperable sets
    • Bennett, K. P., Mangasarian, O. L., Robust linear programming discrimination of two linearly inseperable sets. Optimization Methods and Software, 1:23-34, 1992.
    • (1992) Optimization Methods and Software , vol.1 , pp. 23-34
    • Bennett, K.P.1    Mangasarian, O.L.2
  • 16
    • 34249753618 scopus 로고
    • Support vector networks
    • Cortes, C., Vapnik, V., Support vector networks. Machine Learning, 20:273-297, 1995.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 19
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM, a library for support vector machines
    • Chang, C.-C., Lin, C.-J.: LIBSVM, a library for support vector machines. ACM Transactions on Intelligent Systems and Technology, vol. 2, 2011, pp. 27:1 - 27:27. Software available at http://www.csie.ntu.edu.tw/-cjlin/libsvm
    • (2011) ACM Transactions on Intelligent Systems and Technology , vol.2 , pp. 271-2727
    • Chang, C.-C.1    Lin, C.-J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.