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Volumn 73, Issue 2, 2015, Pages 91-97

An improved method for predicting and ranking suppliers efficiency using data envelopment analysis

Author keywords

Data envelopment analysis; Decision making units; Neural networks; Supplier selection problem; Support vector machines; Support vector regression

Indexed keywords


EID: 84925356686     PISSN: 01279696     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (4)

References (29)
  • 1
    • 60849131718 scopus 로고    scopus 로고
    • An Novel Approach to Supplier Selection Based on Vague Sets Group Decision
    • Zhang, D., Zhang, J., Lai, K.-K., and Lu, Y. (2009). An Novel Approach to Supplier Selection Based on Vague Sets Group Decision. Expert Systems with Applications. 36(5): 9557–9563.
    • (2009) Expert Systems with Applications , vol.36 , Issue.5 , pp. 9557-9563
    • Zhang, D.1    Zhang, J.2    Lai, K.-K.3    Lu, Y.4
  • 2
    • 36148940671 scopus 로고    scopus 로고
    • A Hybrid Approach to Supplier Selection for the Maintenance Of A Competitive Supply Chain
    • Ha, S. H., and Krishnan, R. 2008. A Hybrid Approach to Supplier Selection for the Maintenance Of A Competitive Supply Chain. Expert Systems with Applications. 34(2): 1303–1311.
    • (2008) Expert Systems with Applications , vol.34 , Issue.2 , pp. 1303-1311
    • Ha, S.H.1    Krishnan, R.2
  • 3
    • 84891796259 scopus 로고    scopus 로고
    • Supplier Selection Problem: A Literature Review of Multi-criteria Approachs based on DEA
    • Kontis, A. p., and vrysagotis, V. 2011. Supplier Selection Problem: A Literature Review of Multi-criteria Approachs based on DEA. Advances in Management & Applied Economics. 1(2): 207–219.
    • (2011) Advances in Management & Applied Economics , vol.1 , Issue.2 , pp. 207-219
    • Kontis, A.P.1    Vrysagotis, V.2
  • 4
    • 34247531855 scopus 로고    scopus 로고
    • Supplier Selection and Order Lot Sizing Modeling: A Review
    • Aissaoui, N., Haouari, M., and Hassini, E. 2007. Supplier Selection and Order Lot Sizing Modeling: A Review. Computers & Operations Research. 34(12): 3516–3540.
    • (2007) Computers & Operations Research , vol.34 , Issue.12 , pp. 3516-3540
    • Aissaoui, N.1    Haouari, M.2    Hassini, E.3
  • 5
    • 67650702736 scopus 로고    scopus 로고
    • Supplier Selection and Retail: Analysis with Two Multi Criteria Evaluation Methodologies. Review of Social
    • Akdeniz, H. A., and Turgutlu, T. 2007. Supplier Selection and Retail: Analysis with Two Multi Criteria Evaluation Methodologies. Review of Social, Economic & Business Studies. 9–10: 11–28.
    • (2007) Economic & Business Studies , vol.9-10 , pp. 11-28
    • Akdeniz, H.A.1    Turgutlu, T.2
  • 6
    • 79955612418 scopus 로고    scopus 로고
    • Optimizing Search Engines Results Using Linear Programming
    • Amin, G. R., and Emrouznejad, A. 2011. Optimizing Search Engines Results Using Linear Programming. Expert Systems with Applications. 38(9): 11534–11537.
    • (2011) Expert Systems with Applications , vol.38 , Issue.9 , pp. 11534-11537
    • Amin, G.R.1    Emrouznejad, A.2
  • 7
    • 33646182081 scopus 로고    scopus 로고
    • An Integrated Approach for Supplier Selection
    • Cebi, F., and Bayraktar, D. 2003. An Integrated Approach for Supplier Selection. Logistics Information Management. 10(6): 395–400.
    • (2003) Logistics Information Management , vol.10 , Issue.6 , pp. 395-400
    • Cebi, F.1    Bayraktar, D.2
  • 8
    • 48749128392 scopus 로고    scopus 로고
    • An Integrated Neural Network and Data Envelopment Analysis for Supplier Evaluation Under Incomplete Information
    • Çelebi, D., and Bayraktar, D. 2008. An Integrated Neural Network and Data Envelopment Analysis for Supplier Evaluation Under Incomplete Information. Expert Systems with Applications. 35(4): 1698–1710.
    • (2008) Expert Systems with Applications , vol.35 , Issue.4 , pp. 1698-1710
    • Çelebi, D.1    Bayraktar, D.2
  • 11
    • 0006288344 scopus 로고    scopus 로고
    • A Data Envelopment Analysis Approach to Measuring Vendor Performance
    • Weber, C. 1996. A Data Envelopment Analysis Approach to Measuring Vendor Performance. Supply Chain Management: An International Journal. 1: 28–39.
    • (1996) Supply Chain Management: An International Journal , vol.1 , pp. 28-39
    • Weber, C.1
  • 14
    • 0030570074 scopus 로고    scopus 로고
    • Determination of Paths to Vendor Market Efficiency Using Parallel Co-Ordinates Representation: A Negotiation Tool for Buyers
    • Weber, C., and Desai, A. 1996. Determination of Paths to Vendor Market Efficiency Using Parallel Co-Ordinates Representation: A Negotiation Tool for Buyers. European Journal of Operations Research. 90: 142–155.
    • (1996) European Journal of Operations Research , vol.90 , pp. 142-155
    • Weber, C.1    Desai, A.2
  • 17
    • 0022471098 scopus 로고
    • Learning Representations by Back-Propagating Errors
    • Rumelhart, D. E., Hinton, G. E., and Williams, R. J. 1986. Learning Representations by Back-Propagating Errors. Nature. 323: 533–536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 18
    • 84865720456 scopus 로고    scopus 로고
    • Supplier Development Strategies: A Data Envelopment Analysis Approach
    • Mishra, R. K., & Patel, G. 2010. Supplier Development Strategies: A Data Envelopment Analysis Approach. Business Intelligence Journal. 3(1): 99–110.
    • (2010) Business Intelligence Journal , vol.3 , Issue.1 , pp. 99-110
    • Mishra, R.K.1    Patel, G.2
  • 19
    • 84857244415 scopus 로고    scopus 로고
    • DEA ANN Approach in Supplier Evaluation System. World Academy of Science
    • Dilek, Ö., and Gül, T. T. 2009. DEA ANN Approach in Supplier Evaluation System. World Academy of Science, Engineering and Technology. 54: 343–348.
    • (2009) Engineering and Technology , vol.54 , pp. 343-348
    • Dilek, Ö.1    Gül, T.T.2
  • 20
    • 61349166439 scopus 로고    scopus 로고
    • Supplier Selection: A Hybrid Model Using DEA, Decision Tree and Neural Network
    • Desheng, W. 2009. Supplier Selection: A Hybrid Model Using DEA, Decision Tree and Neural Network. Expert Systems with Applications. 36: 9105–9112.
    • (2009) Expert Systems with Applications , vol.36 , pp. 9105-9112
    • Desheng, W.1
  • 21
    • 59049088887 scopus 로고    scopus 로고
    • A Combined Neural Network and DEA for Measuring Efficiency of Large Scale Datasets
    • Emrouznejad, A., and Shale, E. 2009. A Combined Neural Network and DEA for Measuring Efficiency of Large Scale Datasets. Computers & Industrial Engineering. 56(1): 249–254.
    • (2009) Computers & Industrial Engineering , vol.56 , Issue.1 , pp. 249-254
    • Emrouznejad, A.1    Shale, E.2
  • 22
    • 84896710950 scopus 로고    scopus 로고
    • Evaluating Branch Efficiency of a Taiwanese Bank Using Data Envelopment Analysis with an Undesirable Factor
    • Chang, K. C., Lin, C. L., Cao, Y., and Lu, C. F. 2011. Evaluating Branch Efficiency of a Taiwanese Bank Using Data Envelopment Analysis with an Undesirable Factor. African Journal of Business Management. 5(8): 3220–3228.
    • (2011) African Journal of Business Management , vol.5 , Issue.8 , pp. 3220-3228
    • Chang, K.C.1    Lin, C.L.2    Cao, Y.3    Lu, C.F.4
  • 24
    • 84920641542 scopus 로고    scopus 로고
    • Combined Data Envelopment Analysis and Support Vector Regression for Efficiency Evaluation of Large Decision Making Units
    • Farahmand, M., Desa, M. I., & Nilashi, M. A. 2014. Combined Data Envelopment Analysis and Support Vector Regression for Efficiency Evaluation of Large Decision Making Units. International Journal of Engineering and Technology (IJET). 2310–2321.
    • (2014) International Journal of Engineering and Technology (IJET) , pp. 2310-2321
    • Farahmand, M.1    Desa, M.I.2    Nilashi, M.A.3
  • 27
    • 84925604888 scopus 로고    scopus 로고
    • No Unbiased Estimator of the Variance of K-fold Cross-validation
    • Bengio, Y., & Grandvalet, Y. 2004. No Unbiased Estimator of the Variance of K-fold Cross-validation. The Journal of Machine Learning Research. 5: 1089–1105.
    • (2004) The Journal of Machine Learning Research , vol.5 , pp. 1089-1105
    • Bengio, Y.1    Grandvalet, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.