-
1
-
-
0142239490
-
Forecasting aggregate retail sales: A comparison of artificial neural networks and traditional methods
-
Alon I., Qi M., and Sadowski R.J. 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
-
2
-
-
0026383418
-
-
Bergerson, K., & Wunsch, D. C. (1991). A commodity trading model based on a neural network-expert system hybrid. In: Proceedings of the IEEE international conference on neural networks.
-
-
-
-
3
-
-
33749536851
-
-
Thomson Brooks/Cole, Belmont, CA
-
Bowerman B.L., O'connell R.T., and Koehler A.B. Forecasting, time series and regression: An applied approach (2004), Thomson Brooks/Cole, Belmont, CA
-
(2004)
Forecasting, time series and regression: An applied approach
-
-
Bowerman, B.L.1
O'connell, R.T.2
Koehler, A.B.3
-
4
-
-
0003410292
-
-
Prentice-Hall, Englewood Cliffs, NJ
-
Box G.E.P., Jenkins G.M., and Reinsel G.C. Time series analysis, forecasting and control. 3rd ed. (1994), Prentice-Hall, Englewood Cliffs, NJ
-
(1994)
Time series analysis, forecasting and control. 3rd ed.
-
-
Box, G.E.P.1
Jenkins, G.M.2
Reinsel, G.C.3
-
7
-
-
0000167087
-
Rule-based forecasting: Development and validation of an expert systems approach to combining time series extrapolations
-
Collopy F., and Armstrong J.S. Rule-based forecasting: Development and validation of an expert systems approach to combining time series extrapolations. Management Science 38 (1992) 1394-1414
-
(1992)
Management Science
, vol.38
, pp. 1394-1414
-
-
Collopy, F.1
Armstrong, J.S.2
-
8
-
-
35348875471
-
Prediction of monthly transition of the composition stock price index using recurrent backpropagation
-
Brighton, UK, 1992
-
Chong H.L., and Kyoung C.P. Prediction of monthly transition of the composition stock price index using recurrent backpropagation. ICANN'92 2 (1992) 1629-1632 Brighton, UK, 1992
-
(1992)
ICANN'92
, vol.2
, pp. 1629-1632
-
-
Chong, H.L.1
Kyoung, C.P.2
-
9
-
-
0024861871
-
Approximation by superposition of a sigmoidal function
-
Cybenko G. Approximation by superposition of a sigmoidal function. Mathematics of Control, Signal and Systems 2 (1989) 303-314
-
(1989)
Mathematics of Control, Signal and Systems
, vol.2
, pp. 303-314
-
-
Cybenko, G.1
-
10
-
-
35348910233
-
-
Deetae, N. (1991). A comparative study of forecasting techniques on rice, cassava, and mungbean. Farm Gate Prices, Master Thesis. Thailand: Kasetsart University.
-
-
-
-
11
-
-
33745952342
-
-
De Gooijer, Jan G., & Hyndman, R.J. (2006). 25 years of time series forecasting. International Journal of Forecasting, Elsevier, 22(3), 443-473.
-
-
-
-
12
-
-
35348909040
-
-
Dutta, S., & Shekhar, S. (1990). Bond rating: A non-conservative application of neural networks. IEEE International Conference on Neural Networks.
-
-
-
-
13
-
-
35348903263
-
-
Fansiri, J. (2004). Forecasting the rice-export price by ARIMA method. Technical report. Thailand: Chiang Mai University.
-
-
-
-
14
-
-
35348908394
-
-
Freisleben, B. (1992). Stock market prediction with backpropagation networks, industrial engineering applications of artificial intelligence and expert system. 5th International conference, June 1992, Paderborn, Germany, pp. 451-460.
-
-
-
-
15
-
-
0024866495
-
On the approximate realization of continuous mappings by neural networks
-
Funahashi K. On the approximate realization of continuous mappings by neural networks. Neural Networks 2 (1989) 183-192
-
(1989)
Neural Networks
, vol.2
, pp. 183-192
-
-
Funahashi, K.1
-
18
-
-
35348872604
-
-
Gilbert, E. W., Krishnaswamy, C. R., & Pashley, M. M. (2000). Neural Network Applications in Finance: A Practical Introduction.
-
-
-
-
19
-
-
84978567506
-
Forecasting S and P and gold futures prices: An application of neural networks
-
Grudnitski G., and Osburn L. Forecasting S and P and gold futures prices: An application of neural networks. The Journal of Futures Markets 13 6 (1993) 631-643
-
(1993)
The Journal of Futures Markets
, vol.13
, Issue.6
, pp. 631-643
-
-
Grudnitski, G.1
Osburn, L.2
-
21
-
-
0343337355
-
Much do about nothing? exchange rate forecasting: Neural networks vs. linear models using monthly and weekly data
-
Hann T.H., and Steurer E. Much do about nothing? exchange rate forecasting: Neural networks vs. linear models using monthly and weekly data. Neurocomputing 10 (1996) 323-339
-
(1996)
Neurocomputing
, vol.10
, pp. 323-339
-
-
Hann, T.H.1
Steurer, E.2
-
22
-
-
35348884912
-
-
Holt, C. C. (1957). Forecasting seasonals and trends by exponentially weighted averages. O.N.R. Memorandum 52/1957, Carnegie Institute of Technology. Reprinted with discussion in 2004. International Journal of Forecasting, 20, 5-13.
-
-
-
-
24
-
-
0025627940
-
Universal approximation of an unknown mapping and its derivatives using multilayer neural networks
-
Hornik K., Stinchcombe M., and White H. Universal approximation of an unknown mapping and its derivatives using multilayer neural networks. Neural Networks 3 (1990) 551-560
-
(1990)
Neural Networks
, vol.3
, pp. 551-560
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
26
-
-
35348893862
-
-
Jain, A. K., Jianchang, M., & Mohiuddin, K. M. (1996). Artificial neural networks: A tutorial, 29(3) (March 1996), Special issue: Neural computing: Companion issue to Spring 1996, IEEE Computational Science & Engineering, pp. 31-44, ISSN:0018-9162.
-
-
-
-
27
-
-
35348860231
-
-
Kerdsomboon, M. (1999). Forecasting of agricultural products and prices. Master Thesis. Thailand: Chulalongkorn University.
-
-
-
-
29
-
-
84983857211
-
Forecasting exchange rates using feed-forward and recurrent neural networks
-
Kuan C.-M., and Liu T. Forecasting exchange rates using feed-forward and recurrent neural networks. Journal of Applied Econometrics 10 (1995) 347-364
-
(1995)
Journal of Applied Econometrics
, vol.10
, pp. 347-364
-
-
Kuan, C.-M.1
Liu, T.2
-
31
-
-
35348833575
-
-
Lapedes, A., & Farber, R. (1987). Nonlinear Signal Processing Neural Information Processing System - Natural and Synthetic.
-
-
-
-
32
-
-
0028543030
-
Artificial neural networks and their business applications
-
Li E.Y. Artificial neural networks and their business applications. Information and Management (1994) 1994
-
(1994)
Information and Management
, pp. 1994
-
-
Li, E.Y.1
-
33
-
-
0017846358
-
On a measure of lack of fit in time series models
-
Ljung G.M., and Box G.E.P. On a measure of lack of fit in time series models. Biometrika 65 (1978) 297-303
-
(1978)
Biometrika
, vol.65
, pp. 297-303
-
-
Ljung, G.M.1
Box, G.E.P.2
-
34
-
-
35348917628
-
-
Maliwan, K. (2003). The analysis of price movement of jasmine rice in domestic market. Master Thesis. Thailand: Kasetsart University.
-
-
-
-
35
-
-
84984507932
-
Accuracy in forecasting: A survey
-
Mahmoud E. Accuracy in forecasting: A survey. Journal of Forecasting 3 (1984) 139-159
-
(1984)
Journal of Forecasting
, vol.3
, pp. 139-159
-
-
Mahmoud, E.1
-
36
-
-
0030110886
-
Using neural networks to forecast the S&P 100 implied volatility
-
Malliaris M., and Salchenberger L. Using neural networks to forecast the S&P 100 implied volatility. Neurocomputing 10 2 (1996) 183-195
-
(1996)
Neurocomputing
, vol.10
, Issue.2
, pp. 183-195
-
-
Malliaris, M.1
Salchenberger, L.2
-
40
-
-
0000646059
-
Learning internal representations by error propagation
-
Rumelhart D.E., and McClelland J.L. (Eds), MIT Press/Bradford Books, Cambridge, MA
-
Rumelhart D.E., Hinton G.E., and Williams R.J. Learning internal representations by error propagation. In: Rumelhart D.E., and McClelland J.L. (Eds). Parallel Distributed Processing Foundations Vol. 1 (1986), MIT Press/Bradford Books, Cambridge, MA 318-362
-
(1986)
Parallel Distributed Processing Foundations
, vol.1
, pp. 318-362
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
42
-
-
35348925439
-
-
Sangpattaranate P. (2005). Forecasting of rice prices in Thailand. Master Thesis. Thailand: Kasetsart University.
-
-
-
-
43
-
-
4243914758
-
Stock price prediction using neural networks: A project report
-
Seattle, WA, pp. 1289-1293
-
Schoneburg E. Stock price prediction using neural networks: A project report. Neurocomputing 2 (1990) 17-27 Seattle, WA, pp. 1289-1293
-
(1990)
Neurocomputing
, vol.2
, pp. 17-27
-
-
Schoneburg, E.1
-
44
-
-
35348923582
-
-
Shachmurove, Y. (2002). Applying artificial neural networks to business, economics and finance, departments of economics. The City College of the City University of New York. Available online from http://www.econ.upenn.edu/Centers/CARESS/CARESSpdf/02-08.pdf.
-
-
-
-
45
-
-
0034123868
-
-
Smith, K. A. & Gupta, J. N. D. (2000). Neural networks in business: Techniques and applications for the operations researcher. Computers & Operations Research, 27(11-12), 1023-1044. Available from http://citeseer.ist.psu.edu/smith00neural.html.
-
-
-
-
46
-
-
0030167530
-
The use of protocols to select exponential smoothing procedures: A reconsideration of forecasting competitions
-
Tashman L., and Kruk J.M. The use of protocols to select exponential smoothing procedures: A reconsideration of forecasting competitions. International Journal of Forecasting 12 (1996) 235-253
-
(1996)
International Journal of Forecasting
, vol.12
, pp. 235-253
-
-
Tashman, L.1
Kruk, J.M.2
-
48
-
-
0030297904
-
Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes
-
10.1016/S0895-4356(96)00002-9
-
Tu J.V. Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes. Journal of Clinical Epidemiology 49 (1996) 1225-1231 10.1016/S0895-4356(96)00002-9
-
(1996)
Journal of Clinical Epidemiology
, vol.49
, pp. 1225-1231
-
-
Tu, J.V.1
-
49
-
-
35348837863
-
-
Vanichanont, P. (2004). Thai rice: Sustainable life for rice growers. FAO rice conference, Rome, Italy, 12-13 February 2004. Available online from http://www.fao.org/rice2004/en/pdf/pramote.pdf.
-
-
-
-
52
-
-
0000082693
-
Forecasting sales by exponentially weighted moving averages
-
Winters P.R. Forecasting sales by exponentially weighted moving averages. Management Science 6 (1960) 324-342
-
(1960)
Management Science
, vol.6
, pp. 324-342
-
-
Winters, P.R.1
|