메뉴 건너뛰기




Volumn 8, Issue 1, 2013, Pages 25-30

Supplier's efficiency and performance evaluation using DEA-SVM approach

Author keywords

Classification; Data envelopment analysis(DEA); Efficiency and performance; Supplier evaluation; Support vector machine(SVM)

Indexed keywords

DATA SET; EFFICIENCY AND PERFORMANCE; INTEGRATED MODELS; SUPPLIER EVALUATIONS; SVM MODEL; TWO-STEP PROCESS; INTEGRATED MODELING;

EID: 84877604313     PISSN: 1796217X     EISSN: None     Source Type: Journal    
DOI: 10.4304/jsw.8.1.25-30     Document Type: Article
Times cited : (9)

References (22)
  • 2
    • 33646523595 scopus 로고    scopus 로고
    • A Fuzzy Approach for Supplier Evaluation and Selection in Supply Chain Management
    • August
    • C. T. Chen, C. T. Lin, and S. F. Huang, "A Fuzzy Approach for Supplier Evaluation and Selection in Supply Chain Management," International Journal of Production Economics, vol.102, issue 2, pp. 289-301, August 2006
    • (2006) International Journal of Production Economics , vol.102 , Issue.2 , pp. 289-301
    • Chen, C.T.1    Lin, C.T.2    Huang, S.F.3
  • 3
    • 0030835107 scopus 로고    scopus 로고
    • A closer look at the use of data envelopment analysis for technology selection
    • January
    • R. C. Baker and S. Talluri, "A closer look at the use of data envelopment analysis for technology selection,"; Computers and Industrial Engineering, vol.32, pp.101-108, January 1997
    • (1997) Computers and Industrial Engineering , vol.32 , pp. 101-108
    • Baker, R.C.1    Talluri, S.2
  • 4
    • 0008568757 scopus 로고    scopus 로고
    • Using data envelopment analysis to compare suppliers for supplier selection and performance improvement
    • march
    • J. Lin, F. Y. Ding, and V. Lall, "Using data envelopment analysis to compare suppliers for supplier selection and performance improvement," Supplier Chain Management: An International Journal, vol.5, pp.143-150, march 2000
    • (2000) Supplier Chain Management: An International Journal , vol.5 , pp. 143-150
    • Lin, J.1    Ding, F.Y.2    Lall, V.3
  • 6
    • 33750689577 scopus 로고    scopus 로고
    • A data envelopment analysis approach based on total cost of ownership for supplier selection
    • R. M. Garfamy, "A data envelopment analysis approach based on total cost of ownership for supplier selection," Journal of Enterprise Information Management, vol.19, pp.662-678, No.6, 2006
    • (2006) Journal of Enterprise Information Management , vol.19 , Issue.6 , pp. 662-678
    • Garfamy, R.M.1
  • 7
    • 43949086641 scopus 로고    scopus 로고
    • Supplier evaluation in a dyadic relationship: An action research approach
    • Autumn
    • A. Ross, F. P. Buffa, and C. Dröge, "Supplier evaluation in a dyadic relationship: An action research approach," Journal of Business Logistics, vol.27, pp.75-101, Autumn 2006
    • (2006) Journal of Business Logistics , vol.27 , pp. 75-101
    • Ross, A.1    Buffa, F.P.2    Dröge, C.3
  • 8
    • 84855554208 scopus 로고    scopus 로고
    • Research on the Optimization of Green Suppliers Based on AHP and GRA
    • January
    • JianLiang. Peng, "Research on the Optimization of Green Suppliers Based on AHP and GRA," Journal of Information and Computational Science, pp.173-182, January 2012
    • (2012) Journal of Information and Computational Science , pp. 173-182
    • Peng, J.1
  • 9
    • 61349166439 scopus 로고    scopus 로고
    • Supplier selection: A hybrid model using DEA, decision tree and neural network
    • July
    • D. S. Wu, "Supplier selection: A hybrid model using DEA, decision tree and neural network," Expert Systems with Applications, vol.36, pp.9105-9112, July 2009
    • (2009) Expert Systems With Applications , vol.36 , pp. 9105-9112
    • Wu, D.S.1
  • 10
    • 0742268991 scopus 로고    scopus 로고
    • Support Vector Machine With Adaptive Parameters in Financial Time Series Forecasting
    • November
    • L. J. Cao and Francis E.H.Tray, "Support Vector Machine With Adaptive Parameters in Financial Time Series Forecasting," IEEE Transactions on Neural Networks, vol. 14, No.6, November 2003
    • (2003) IEEE Transactions On Neural Networks , vol.14 , Issue.6
    • Cao, L.J.1    Tray, F.E.H.2
  • 11
    • 79955649986 scopus 로고    scopus 로고
    • Zemike Moments Based War Scene Classification Using ANN and SVM: A Comparative Study
    • February
    • S. D. M. Raja and A. Shanmugam, "Zemike Moments Based War Scene Classification Using ANN and SVM: A Comparative Study," Jamal of Information and Computational Science, pp.212-222, February 2011
    • (2011) Jamal of Information and Computational Science , pp. 212-222
    • Raja, S.D.M.1    Shanmugam, A.2
  • 12
    • 0038647814 scopus 로고    scopus 로고
    • Hierarc hical classification and feature reduction for face detection with support vector machines
    • May
    • B. Heisele, T. Serre, S. Prentice, and T. Poggio, "Hierarc hical classification and feature reduction for face detection with support vector machines," Pattern Recognition, vol.36, pp.2007-2017, May 2003
    • (2003) Pattern Recognition , vol.36 , pp. 2007-2017
    • Heisele, B.1    Serre, T.2    Prentice, S.3    Poggio, T.4
  • 13
    • 85023621815 scopus 로고    scopus 로고
    • Supplier Evaluation and Rationalization via Data Envelopment Analysis: An Empirical Examination
    • June
    • R. Narasimhan and S. Talluri, "Supplier Evaluation and Rationalization via Data Envelopment Analysis: An Empirical Examination," Journal of Supply Chain Management, vol.37, pp. 28-37, June 2001
    • (2001) Journal of Supply Chain Management , vol.37 , pp. 28-37
    • Narasimhan, R.1    Talluri, S.2
  • 16
    • 0021497874 scopus 로고
    • Some models for estimating technical and scale inefficiencies in data envelopment analysis
    • R. D. Banker, A. Chames, and W. W. Cooper, "Some models for estimating technical and scale inefficiencies in data envelopment analysis, "Management Science, vol.30, pp.1078-1092, 1984
    • (1984) Management Science , vol.30 , pp. 1078-1092
    • Banker, R.D.1    Chames, A.2    Cooper, W.W.3
  • 19
    • 34249753618 scopus 로고
    • Support Vector Network
    • C. Cortes, and V. Vapnik, "Support Vector Network," Machine Learning, vol. 20, pp. 273-297, 1995.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 22
    • 27144463192 scopus 로고    scopus 로고
    • On comparing classier: Pitfalls to avoid a nd a recommended approach
    • S. L. Salzburg, "On comparing classier: pitfalls to avoid a nd a recommended approach," Data Mining and Knowled ge Discovery, vol.1, pp.317-327, 1997
    • (1997) Data Mining and Knowled Ge Discovery , vol.1 , pp. 317-327
    • Salzburg, S.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.