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Volumn 38, Issue 3, 2011, Pages 1336-1345

Sales forecasting system based on Gray extreme learning machine with Taguchi method in retail industry

Author keywords

Gray extreme learning machine; Retail industry; Sales forecasting; Taguchi method

Indexed keywords

BACK PROPAGATION NEURAL NETWORKS; CUSTOMERS' SATISFACTION; EXTREME LEARNING MACHINE; GRAY RELATION ANALYSIS; INFLUENTIAL FACTORS; INPUT DATAS; NOVEL NEURAL NETWORK; PRODUCTION PLANS; PURCHASING DECISIONS; REAL SALES DATA; RETAIL INDUSTRY; SALES FORECASTING; SALES REVENUE; TAGUCHI;

EID: 78049526620     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.07.014     Document Type: Article
Times cited : (99)

References (26)
  • 1
    • 0030525101 scopus 로고    scopus 로고
    • Market share forecasting: An empirical comparison of artificial neural networks and multinomial logic model
    • D. Agrawal, and C. Schorling Market share forecasting: An empirical comparison of artificial neural networks and multinomial logic model Journal of Retailing 72 4 1996 383 408
    • (1996) Journal of Retailing , vol.72 , Issue.4 , pp. 383-408
    • Agrawal, D.1    Schorling, C.2
  • 2
    • 0142239490 scopus 로고    scopus 로고
    • Forecasting aggregate retail sales: A comparison of artificial neural networks and traditional methods
    • I. Alon, M. Qi, and R.J. Sadowski Forecasting aggregate retail sales: A comparison of artificial neural networks and traditional methods Journal of Retailing and Consumer Services 8 2001 147 156
    • (2001) Journal of Retailing and Consumer Services , vol.8 , pp. 147-156
    • Alon, I.1    Qi, M.2    Sadowski, R.J.3
  • 5
    • 0026954346 scopus 로고
    • Forecasting the behavior of multivariate time series using neural networks
    • K. Chakraborty, K. Mehrotra, and C.K. Mohan Forecasting the behavior of multivariate time series using neural networks Neural Networks 5 1992 961 970
    • (1992) Neural Networks , vol.5 , pp. 961-970
    • Chakraborty, K.1    Mehrotra, K.2    Mohan, C.K.3
  • 6
    • 33144475976 scopus 로고    scopus 로고
    • Fuzzy Delphi and back-propagation model for sales forecasting in PCB industry
    • P.C. Chang, and Y.W. Wang Fuzzy Delphi and back-propagation model for sales forecasting in PCB industry Expert Systems with Applications 30 2006 715 726
    • (2006) Expert Systems with Applications , vol.30 , pp. 715-726
    • Chang, P.C.1    Wang, Y.W.2
  • 7
    • 58349088060 scopus 로고    scopus 로고
    • Gray relation analysis and multilayer function link network sales forecasting model for perishable food in convenience store
    • F.L. Chen, and T.Y. Ou Gray relation analysis and multilayer function link network sales forecasting model for perishable food in convenience store Expert Systems with Application 36 2009 7054 7063
    • (2009) Expert Systems with Application , vol.36 , pp. 7054-7063
    • Chen, F.L.1    Ou, T.Y.2
  • 8
    • 0142154955 scopus 로고    scopus 로고
    • A comparative study of linear and nonlinear models for aggregate retail sales forecasting
    • C.W. Chu, and G.Q. Peter Zhang A comparative study of linear and nonlinear models for aggregate retail sales forecasting International Journal of Production Economics 86 2003 217 231
    • (2003) International Journal of Production Economics , vol.86 , pp. 217-231
    • Chu, C.W.1    Peter Zhang, G.Q.2
  • 9
    • 50849151631 scopus 로고
    • Control problems of gray systems
    • J.L. Deng Control problems of gray systems System Control Letter 1 4 1982 288 294
    • (1982) System Control Letter , vol.1 , Issue.4 , pp. 288-294
    • Deng, J.L.1
  • 11
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • G.B. Huang, Q.Y. Zhu, and C.K. Siew Extreme learning machine: Theory and applications Neurocomputing 70 2006 489 501
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.B.1    Zhu, Q.Y.2    Siew, C.K.3
  • 12
    • 0030130753 scopus 로고    scopus 로고
    • Designing a neural network for forecasting financial and economic time series
    • I. Kaastra, and M. Boyd Designing a neural network for forecasting financial and economic time series Neurocomputing 10 1996 215 236
    • (1996) Neurocomputing , vol.10 , pp. 215-236
    • Kaastra, I.1    Boyd, M.2
  • 13
    • 0035283856 scopus 로고    scopus 로고
    • A sales forecasting system based on fuzzy neural network with initial weights generated by genetic algorithm
    • R.J. Kuo A sales forecasting system based on fuzzy neural network with initial weights generated by genetic algorithm European Journal of Operational Research 129 2001 496 517
    • (2001) European Journal of Operational Research , vol.129 , pp. 496-517
    • Kuo, R.J.1
  • 14
    • 0346961244 scopus 로고    scopus 로고
    • A decision support system for order selection in electronic commerce based on fuzzy neural network supported by real-coded genetic algorithm
    • R.J. Kuo, and J.A. Chen A decision support system for order selection in electronic commerce based on fuzzy neural network supported by real-coded genetic algorithm Expert Systems with Application 26 2 2004 141 154
    • (2004) Expert Systems with Application , vol.26 , Issue.2 , pp. 141-154
    • Kuo, R.J.1    Chen, J.A.2
  • 16
    • 0036498492 scopus 로고    scopus 로고
    • Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural network, and genetic algorithm: A case study in romantic decision support
    • W. Leigh, R. Purvis, and J.M. Ragusa Forecasting the NYSE composite index with technical analysis, pattern recognizer, neural network, and genetic algorithm: A case study in romantic decision support Decision Support System 32 4 2002 361 377
    • (2002) Decision Support System , vol.32 , Issue.4 , pp. 361-377
    • Leigh, W.1    Purvis, R.2    Ragusa, J.M.3
  • 17
    • 0003291196 scopus 로고
    • Forecasting practices in the retail industry
    • R.T. Peterson Forecasting practices in the retail industry Journal of Business Forecasting 12 1993 11 14
    • (1993) Journal of Business Forecasting , vol.12 , pp. 11-14
    • Peterson, R.T.1
  • 18
    • 56049098499 scopus 로고    scopus 로고
    • Sales forecasting using extreme learning machine with applications in fashion retailing
    • Z.L. Sun, T.M. Choi, K.F. Au, and Y. Yu Sales forecasting using extreme learning machine with applications in fashion retailing Decision Support Systems 46 2008 411 419
    • (2008) Decision Support Systems , vol.46 , pp. 411-419
    • Sun, Z.L.1    Choi, T.M.2    Au, K.F.3    Yu, Y.4
  • 21
    • 0026258339 scopus 로고
    • Time series forecasting using neural networks vs. Box-Jenkins methodology
    • Z. Tang, C. Almedia, and P.A. Fishwick Time series forecasting using neural networks vs. Box-Jenkins methodology Simulation 57 1991 303 310
    • (1991) Simulation , vol.57 , pp. 303-310
    • Tang, Z.1    Almedia, C.2    Fishwick, P.A.3
  • 22
    • 78049530568 scopus 로고    scopus 로고
    • Partial lanczos extreme learning machine for single-output regression problems
    • 10.1016/j.neucom.2009.03.016
    • X. Tang, and M. Han Partial lanczos extreme learning machine for single-output regression problems Neurocomputing 2009 10.1016/j.neucom.2009.03. 016
    • (2009) Neurocomputing
    • Tang, X.1    Han, M.2
  • 25
    • 38649085689 scopus 로고    scopus 로고
    • Price competition, cost, and demand disruption and coordination of a supply chain with one manufacturer and two competing retails
    • T.J. Xiao, and X.T. Qi Price competition, cost, and demand disruption and coordination of a supply chain with one manufacturer and two competing retails Omega 36 2008 741 753
    • (2008) Omega , vol.36 , pp. 741-753
    • Xiao, T.J.1    Qi, X.T.2
  • 26
    • 0037243071 scopus 로고    scopus 로고
    • Time series forecasting using a hybrid ARIMA and neural network model
    • G.P. Zhang Time series forecasting using a hybrid ARIMA and neural network model Neurocomputing 50 2003 159 175
    • (2003) Neurocomputing , vol.50 , pp. 159-175
    • Zhang, G.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.