메뉴 건너뛰기




Volumn 1, Issue , 2004, Pages 221-227

An evaluation framework for publications on artificial neural networks in sales forecasting

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; DATA REDUCTION; FORECASTING; HEURISTIC METHODS; INVENTORY CONTROL; LEARNING SYSTEMS; PLANNING; SALES;

EID: 12744260656     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (62)
  • 7
    • 0000393458 scopus 로고
    • Feed-forward neural networks as models for time series forecasting
    • Z. Tang and P. A. Fishwick, "Feed-forward Neural Networks as Models for Time Series Forecasting," ORSA Journal on Computing, vol. 5, pp. 374-386, 1993.
    • (1993) ORSA Journal on Computing , vol.5 , pp. 374-386
    • Tang, Z.1    Fishwick, P.A.2
  • 8
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • K. Hornik, M. Stinchcombe, and H. White, "Multilayer Feedforward Networks are Universal Approximators," Neural Networks, vol. 2, pp. 359 - 366, 1989.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 9
    • 35248833159 scopus 로고
    • Neural networks - Forecasting breakthrough or passing fad
    • C. Chatfield, "Neural Networks - Forecasting Breakthrough or Passing Fad," International Journal of Forecasting, vol. 9, pp. 1-3, 1993.
    • (1993) International Journal of Forecasting , vol.9 , pp. 1-3
    • Chatfield, C.1
  • 10
    • 0003123930 scopus 로고    scopus 로고
    • Forecasting with artificial neural networks: The state of the art
    • G. Zhang, B. E. Patuwo, and M. Y. Hu, "Forecasting with artificial neural networks: The state of the art," International Journal of Forecasting, vol. 14, pp. 35-62, 1998.
    • (1998) International Journal of Forecasting , vol.14 , pp. 35-62
    • Zhang, G.1    Patuwo, B.E.2    Hu, M.Y.3
  • 11
    • 0000032342 scopus 로고    scopus 로고
    • How effective are neural networks at forecasting and prediction? a review and evaluation
    • M. Adya and F. Collopy, "How effective are neural networks at forecasting and prediction? A review and evaluation," Journal of Forecasting, vol. 17, pp. 481-495, 1998.
    • (1998) Journal of Forecasting , vol.17 , pp. 481-495
    • Adya, M.1    Collopy, F.2
  • 13
    • 0000778985 scopus 로고
    • Predicting sunspots and exchange rates with connectionist networks
    • M. Casdagli and S. Eubank, Eds. New York
    • A. S. Weigend, "Predicting Sunspots and Exchange Rates with connectionist Networks," in Nonlinear modeling and forecasting, M. Casdagli and S. Eubank, Eds. New York, 1992, pp. 395-432.
    • (1992) Nonlinear Modeling and Forecasting , pp. 395-432
    • Weigend, A.S.1
  • 14
    • 0026261936 scopus 로고
    • Analysis of univariate time series with connectionist nets: A case study of two classical examples
    • C. de Groot and D. Wurtz, "Analysis of univariate time series with connectionist nets: A case study of two classical examples," Neurocomputing, vol. 3, pp. 177-192, 1991.
    • (1991) Neurocomputing , vol.3 , pp. 177-192
    • De Groot, C.1    Wurtz, D.2
  • 17
    • 0031125026 scopus 로고    scopus 로고
    • Neural network applications in business: A review and analysis of the literature (1988-1995)
    • B. K. Wong, T. A. Bodnovich, and Y. Selvi, "Neural network applications in business: A review and analysis of the literature (1988-1995)," Decision Support Systems, vol. 19, pp. 301-320, 1997.
    • (1997) Decision Support Systems , vol.19 , pp. 301-320
    • Wong, B.K.1    Bodnovich, T.A.2    Selvi, Y.3
  • 18
    • 0034045697 scopus 로고    scopus 로고
    • A bibliography of neural network business applications research: 1994-1998
    • B. K. Wong, V. S. Lai, and J. Lam, "A bibliography of neural network business applications research: 1994-1998," Computers & Operations Research, vol. 27, pp. 1045-1076, 2000.
    • (2000) Computers & Operations Research , vol.27 , pp. 1045-1076
    • Wong, B.K.1    Lai, V.S.2    Lam, J.3
  • 20
    • 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, vol. 8, pp. 147-156, 2001.
    • (2001) Journal of Retailing and Consumer Services , vol.8 , pp. 147-156
    • Alon, I.1    Qi, M.2    Sadowski, R.J.3
  • 24
    • 0142154955 scopus 로고    scopus 로고
    • A comparative study of linear and nonlinear models for aggregate retail sales forecasting
    • C.-W. Chua and G. P. Zhang, "A comparative study of linear and nonlinear models for aggregate retail sales forecasting," International Journal of Production Economics, vol. 86, pp. 217-231, 2003.
    • (2003) International Journal of Production Economics , vol.86 , pp. 217-231
    • Chua, C.-W.1    Zhang, G.P.2
  • 25
    • 2342562870 scopus 로고
    • Time series forecasting with neural networks: A case study
    • University of Bath
    • J. Faraway and C. Chatfield, "Time series forecasting with neural networks: A case study," in Research report 95-06 of the statistics group. University of Bath, 1995, pp. 1-21.
    • (1995) Research Report 95-06 of the Statistics Group , pp. 1-21
    • Faraway, J.1    Chatfield, C.2
  • 26
    • 0039988139 scopus 로고    scopus 로고
    • Time series forecasting with neural networks: A comparative study using the airline data
    • J. Faraway and C. Chatfield, "Time series forecasting with neural networks: A comparative study using the airline data," Applied statistics, vol. 47, pp. 20, 1998.
    • (1998) Applied Statistics , vol.47 , pp. 20
    • Faraway, J.1    Chatfield, C.2
  • 27
    • 12744277049 scopus 로고    scopus 로고
    • Langfristige Absatzprognosen mit Neuronalen Netzen in der Automobilindustrie
    • J. Biethahn, A. Hönerloh, J. Kuhl, M.-C. Leisewitz, V. Nissen, and M. Tietze, Eds. Wiesbaden
    • H. Hippner, "Langfristige Absatzprognosen mit Neuronalen Netzen in der Automobilindustrie," in Betriebswirtschaftliche Anwendungen des Soft Computing, J. Biethahn, A. Hönerloh, J. Kuhl, M.-C. Leisewitz, V. Nissen, and M. Tietze, Eds. Wiesbaden, 1998, pp. 81-96.
    • (1998) Betriebswirtschaftliche Anwendungen des Soft Computing , pp. 81-96
    • Hippner, H.1
  • 29
    • 0040213297 scopus 로고    scopus 로고
    • Marketing category forecasting: An alternative of BVAR - Artificial neural networks
    • J. J. Jiang, M. S. Zhong, and G. Klein, "Marketing category forecasting: An alternative of BVAR - Artificial neural networks," Decision Sciences, vol. 31, pp. 789-812, 2000.
    • (2000) Decision Sciences , vol.31 , pp. 789-812
    • Jiang, J.J.1    Zhong, M.S.2    Klein, G.3
  • 32
    • 0036754795 scopus 로고    scopus 로고
    • An intelligent sales forecasting system through integration of artificial neural networks and fuzzy neural networks with fuzzy weight elimination
    • R. J. Kuo, P. Wu, and C. P. Wang, "An intelligent sales forecasting system through integration of artificial neural networks and fuzzy neural networks with fuzzy weight elimination," Neural Networks, vol. 15, pp. 909-925, 2002.
    • (2002) Neural Networks , vol.15 , pp. 909-925
    • Kuo, R.J.1    Wu, P.2    Wang, C.P.3
  • 33
    • 0032319359 scopus 로고    scopus 로고
    • A decision support system for sales forecasting through fuzzy neural networks with asymmetric fuzzy weights
    • R. J. Kuo and K. C. Xue, "A decision support system for sales forecasting through fuzzy neural networks with asymmetric fuzzy weights," Decision Support Systems, vol. 24, pp. 105-126, 1998.
    • (1998) Decision Support Systems , vol.24 , pp. 105-126
    • Kuo, R.J.1    Xue, K.C.2
  • 34
    • 0033366230 scopus 로고    scopus 로고
    • Fuzzy neural networks with application to sales forecasting
    • R. J. Kuo and K. C. Xue, "Fuzzy neural networks with application to sales forecasting," Fuzzy Sets and Systems, vol. 108, pp. 123-143, 1999.
    • (1999) Fuzzy Sets and Systems , vol.108 , pp. 123-143
    • Kuo, R.J.1    Xue, K.C.2
  • 39
    • 0036138292 scopus 로고    scopus 로고
    • Bayesian learning for sales rate prediction for thousands of retailers
    • T. Ragg, W. Menzel, W. Baum, and M. Wigbers, "Bayesian learning for sales rate prediction for thousands of retailers," Neurocomputing, vol. 43, pp. 127-144, 2002.
    • (2002) Neurocomputing , vol.43 , pp. 127-144
    • Ragg, T.1    Menzel, W.2    Baum, W.3    Wigbers, M.4
  • 42
  • 43
    • 0029543066 scopus 로고
    • Short term prediction of sales in supermarkets
    • Perth, WA
    • F. M. Thiesing, U. Middelberg, and O. Vornberger, "Short Term Prediction of Sales in Supermarkets," presented at ICNN'95, Perth, WA, 1995.
    • (1995) ICNN'95
    • Thiesing, F.M.1    Middelberg, U.2    Vornberger, O.3
  • 44
    • 12744271194 scopus 로고
    • Time series prediction by neural networks
    • Parsytec GmbH
    • F. M. Thiesing and O. Vornberger, "Time Series Prediction by Neural Networks," in Power Xplorer User Report: Parsytec GmbH, 1995, pp. 33-36.
    • (1995) Power Xplorer User Report , pp. 33-36
    • Thiesing, F.M.1    Vornberger, O.2
  • 45
    • 12744271195 scopus 로고    scopus 로고
    • Abverkaufsprognose im Supermarkt mit Neuronalen Netzen
    • J. Biethahn, A. Hönerloh, J. Kuhl, M. C. Leisewitz, V. Nissen, and M. Tietze, Eds.: Vieweg
    • F. M. Thiesing and O. Vornberger, "Abverkaufsprognose im Supermarkt mit Neuronalen Netzen.," in Betriebswirtschaftliche Anwendungen des Soft Computing, J. Biethahn, A. Hönerloh, J. Kuhl, M. C. Leisewitz, V. Nissen, and M. Tietze, Eds.: Vieweg, 1998, pp. 115-126.
    • (1998) Betriebswirtschaftliche Anwendungen des Soft Computing , pp. 115-126
    • Thiesing, F.M.1    Vornberger, O.2
  • 50
    • 0003962862 scopus 로고    scopus 로고
    • Principles of forecasting: A handbook for researchers and practitioners
    • Boston; London: Kluwer Academic
    • J. S. Armstrong, "Principles of forecasting: a handbook for researchers and practitioners," in International series in operations research & management science ; 30. Boston ; London: Kluwer Academic, 2001, pp. xii, 849.
    • (2001) International Series in Operations Research & Management Science , vol.30
    • Armstrong, J.S.1
  • 51
    • 0000394027 scopus 로고    scopus 로고
    • Generalising about univariate forecasting methods: Further empirical evidence
    • R. Fildes, M. Hibon, S. Makridakis, and N. Meade, "Generalising about univariate forecasting methods: further empirical evidence," International Journal of Forecasting, vol. 14, pp. 339-358, 1998.
    • (1998) International Journal of Forecasting , vol.14 , pp. 339-358
    • Fildes, R.1    Hibon, M.2    Makridakis, S.3    Meade, N.4
  • 52
    • 0034288942 scopus 로고    scopus 로고
    • The MS-Competition: Results, conclusions and implications
    • S. Makridakis and M. Hibon, "The MS-Competition: results, conclusions and implications," International Journal of Forecasting, vol. 16, pp. 451-476, 2000.
    • (2000) International Journal of Forecasting , vol.16 , pp. 451-476
    • Makridakis, S.1    Hibon, M.2
  • 53
    • 0000860595 scopus 로고    scopus 로고
    • Neural network models for time series forecasts
    • T. Hill, M. O'Connor, and W. Remus, "Neural network models for time series forecasts," Management Science, vol. 42, pp. 1082-1092, 1996.
    • (1996) Management Science , vol.42 , pp. 1082-1092
    • Hill, T.1    O'Connor, M.2    Remus, W.3
  • 57
    • 0003123930 scopus 로고    scopus 로고
    • Forecasting with artificial neural networks: The state of the art
    • G. Zhang, B. Eddy Patuwo, and M. Y. Hu, "Forecasting with artificial neural networks: The state of the art," International Journal of Forecasting, vol. 14, pp. 35-62, 1998.
    • (1998) International Journal of Forecasting , vol.14 , pp. 35-62
    • Zhang, G.1    Patuwo, B.E.2    Hu, M.Y.3
  • 58
    • 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, vol. 10, pp. 215-236, 1996.
    • (1996) Neurocomputing , vol.10 , pp. 215-236
    • Kaastra, I.1    Boyd, M.2
  • 59
    • 0033957764 scopus 로고    scopus 로고
    • Neural networks for the prediction and forecasting of water resources variables: A review of modelling issues and applications
    • H. R. Maier and G. C. Dandy, "Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications," Environmental Modelling and Software, vol. 15, pp. 101-124, 2000.
    • (2000) Environmental Modelling and Software , vol.15 , pp. 101-124
    • Maier, H.R.1    Dandy, G.C.2
  • 60
    • 0026258339 scopus 로고
    • Time series forecasting using neural networks vs. Box-Jenkins methodology
    • Z. Tang, C. De Almeida, and P. A. Fishwick, "Time series forecasting using neural networks vs. Box-Jenkins methodology," Simulations, vol. 57, pp. 303-310, 1991.
    • (1991) Simulations , vol.57 , pp. 303-310
    • Tang, Z.1    De Almeida, C.2    Fishwick, P.A.3
  • 61
    • 79751527584 scopus 로고    scopus 로고
    • Time series forecasting with neural networks: A comparative study using the airline data
    • J. Faraway and C. Chatfietd, "Time series forecasting with neural networks: A comparative study using the airline data," Applied statistics, vol. 47, pp. 20, 1998.
    • (1998) Applied Statistics , vol.47 , pp. 20
    • Faraway, J.1    Chatfietd, C.2
  • 62
    • 2342562870 scopus 로고
    • Time series forecasting with neural networks: A case study
    • University of Bath
    • J. Faraway and C. Chatfield, "Time series forecasting with neural networks: A case study.," in Research report 95-06 of the statistics group. University of Bath, 1995, pp. 1-21.
    • (1995) Research Report 95-06 of the Statistics Group , pp. 1-21
    • Faraway, J.1    Chatfield, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.