-
1
-
-
84858745887
-
Stock index forecasting based on a hybrid model
-
2-s2.0-84858745887 10.1016/j.omega.2011.07.008
-
Wang J.-J., Wang J.-Z., Zhang Z.-G., Guo S.-P., Stock index forecasting based on a hybrid model. Omega 2012 40 6 758 766 2-s2.0-84858745887 10.1016/j.omega.2011.07.008
-
(2012)
Omega
, vol.40
, Issue.6
, pp. 758-766
-
-
Wang, J.-J.1
Wang, J.-Z.2
Zhang, Z.-G.3
Guo, S.-P.4
-
2
-
-
84867052229
-
Carbon price forecasting with a novel hybrid ARIMA and least squares support vector machines methodology
-
Zhu B. Z., Wei Y. M., Carbon price forecasting with a novel hybrid ARIMA and least squares support vector machines methodology. Omega 2013 41 517 524
-
(2013)
Omega
, vol.41
, pp. 517-524
-
-
Zhu, B.Z.1
Wei, Y.M.2
-
3
-
-
77957853038
-
Chaos-based support vector regressions for exchange rate forecasting
-
2-s2.0-77957853038 10.1016/j.eswa.2010.06.001
-
Huang S.-C., Chuang P.-J., Wu C.-F., Lai H.-J., Chaos-based support vector regressions for exchange rate forecasting. Expert Systems with Applications 2010 37 12 8590 8598 2-s2.0-77957853038 10.1016/j.eswa.2010.06.001
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.12
, pp. 8590-8598
-
-
Huang, S.-C.1
Chuang, P.-J.2
Wu, C.-F.3
Lai, H.-J.4
-
4
-
-
0037404567
-
Application of neural networks to an emerging financial market: Forecasting and trading the Taiwan Stock Index
-
DOI 10.1016/S0305-0548(02)00037-0, PII S0305054802000370
-
Chen A.-S., Leung M. T., Daouk H., Application of neural networks to an emerging financial market: forecasting and trading the Taiwan Stock Index. Computers & Operations Research 2003 30 6 901 923 2-s2.0-0037404567 10.1016/S0305-0548(02)00037-0 (Pubitemid 36175299)
-
(2003)
Computers and Operations Research
, vol.30
, Issue.6
, pp. 901-923
-
-
Chen, A.-S.1
Leung, M.T.2
Daouk, H.3
-
5
-
-
61349086648
-
Stock market prediction of S&P 500 via combination of improved BCO approach and BP neural network
-
2-s2.0-61349086648 10.1016/j.eswa.2008.11.028
-
Zhang Y., Wu L., Stock market prediction of S&P 500 via combination of improved BCO approach and BP neural network. Expert Systems with Applications 2009 36 5 8849 8854 2-s2.0-61349086648 10.1016/j.eswa.2008.11.028
-
(2009)
Expert Systems with Applications
, vol.36
, Issue.5
, pp. 8849-8854
-
-
Zhang, Y.1
Wu, L.2
-
6
-
-
84155186340
-
Forecasting tourism demand based on empirical mode decomposition and neural network
-
2-s2.0-84155186340 10.1016/j.knosys.2011.09.002
-
Chen C.-F., Lai M.-C., Yeh C.-C., Forecasting tourism demand based on empirical mode decomposition and neural network. Knowledge-Based Systems 2012 26 281 287 2-s2.0-84155186340 10.1016/j.knosys.2011.09.002
-
(2012)
Knowledge-Based Systems
, vol.26
, pp. 281-287
-
-
Chen, C.-F.1
Lai, M.-C.2
Yeh, C.-C.3
-
8
-
-
1842421269
-
Harnessing nonlinearity: Predicting chaotic systems and saving energy in wireless communication
-
DOI 10.1126/science.1091277
-
Jaeger H., Haas H., Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication. Science 2004 304 5667 78 80 2-s2.0-1842421269 10.1126/science.1091277 (Pubitemid 38455427)
-
(2004)
Science
, vol.304
, Issue.5667
, pp. 78-80
-
-
Jaeger, H.1
Haas, H.2
-
9
-
-
84881627430
-
Support vector regression with chaos-based firefly algorithm for stock market price forecasting
-
Kazem A., Sharifi E., Hussain F. K., Saberi M., Hussain O. K., Support vector regression with chaos-based firefly algorithm for stock market price forecasting. Applied Soft Computing 2013 13 947 958
-
(2013)
Applied Soft Computing
, vol.13
, pp. 947-958
-
-
Kazem, A.1
Sharifi, E.2
Hussain, F.K.3
Saberi, M.4
Hussain, O.K.5
-
10
-
-
33745903481
-
Extreme learning machine: Theory and applications
-
DOI 10.1016/j.neucom.2005.12.126, PII S0925231206000385
-
Huang G.-B., Zhu Q.-Y., Siew C.-K., Extreme learning machine: theory and applications. Neurocomputing 2006 70 1-3 489 501 2-s2.0-33745903481 10.1016/j.neucom.2005.12.126 (Pubitemid 44615772)
-
(2006)
Neurocomputing
, vol.70
, Issue.1-3
, pp. 489-501
-
-
Huang, G.-B.1
Zhu, Q.-Y.2
Siew, C.-K.3
-
11
-
-
78049526620
-
Sales forecasting system based on Gray extreme learning machine with Taguchi method in retail industry
-
2-s2.0-78049526620 10.1016/j.eswa.2010.07.014
-
Chen F. L., Ou T. Y., Sales forecasting system based on Gray extreme learning machine with Taguchi method in retail industry. Expert Systems with Applications 2011 38 3 1336 1345 2-s2.0-78049526620 10.1016/j.eswa.2010.07.014
-
(2011)
Expert Systems with Applications
, vol.38
, Issue.3
, pp. 1336-1345
-
-
Chen, F.L.1
Ou, T.Y.2
-
12
-
-
84867873323
-
Fashion retailing forecasting based on extreme learning machine with adaptive metrics of inputs
-
Xia M., Zhang Y. C., Weng L. G., Ye X. L., Fashion retailing forecasting based on extreme learning machine with adaptive metrics of inputs. Knowledge-Based Systems 2012 36 253 259
-
(2012)
Knowledge-Based Systems
, vol.36
, pp. 253-259
-
-
Xia, M.1
Zhang, Y.C.2
Weng, L.G.3
Ye, X.L.4
-
13
-
-
84871847425
-
Forecasting computer products sales by integrating ensemble empirical mode decomposition and extreme learning machine
-
10.1155/2012/831201 831201
-
Lu C. J., Shao Y. E., Forecasting computer products sales by integrating ensemble empirical mode decomposition and extreme learning machine. Mathematical Problems in Engineering 2012 2012 15 10.1155/2012/831201 831201
-
(2012)
Mathematical Problems in Engineering
, vol.2012
, pp. 15
-
-
Lu, C.J.1
Shao, Y.E.2
-
14
-
-
84871374413
-
Forecasting air passenger traffic by support vector machines with ensemble empirical mode decomposition and slope-based method
-
10.1155/2012/431512 431512
-
Bao Y. K., Xiong T., Hu Z. Y., Forecasting air passenger traffic by support vector machines with ensemble empirical mode decomposition and slope-based method. Discrete Dynamics in Nature and Society 2012 2012 12 10.1155/2012/431512 431512
-
(2012)
Discrete Dynamics in Nature and Society
, vol.2012
, pp. 12
-
-
Bao, Y.K.1
Xiong, T.2
Hu, Z.Y.3
-
15
-
-
64949130686
-
Financial time series forecasting using independent component analysis and support vector regression
-
2-s2.0-64949130686 10.1016/j.dss.2009.02.001
-
Lu C.-J., Lee T.-S., Chiu C.-C., Financial time series forecasting using independent component analysis and support vector regression. Decision Support Systems 2009 47 2 115 125 2-s2.0-64949130686 10.1016/j.dss.2009.02.001
-
(2009)
Decision Support Systems
, vol.47
, Issue.2
, pp. 115-125
-
-
Lu, C.-J.1
Lee, T.-S.2
Chiu, C.-C.3
-
16
-
-
84863195216
-
A hybrid demand forecasting model based on empirical mode decomposition and neural network in TFT-LCD industry
-
Chen K. L., Yeh C. C., Lu T. L., A hybrid demand forecasting model based on empirical mode decomposition and neural network in TFT-LCD industry. Cybernetics and Systems 2012 43 5 426 441
-
(2012)
Cybernetics and Systems
, vol.43
, Issue.5
, pp. 426-441
-
-
Chen, K.L.1
Yeh, C.C.2
Lu, T.L.3
-
17
-
-
80052686275
-
Integrating independent component analysis and principal component analysis with neural network to predict chinese stock market
-
2-s2.0-80052686275 10.1155/2011/382659 382659
-
Liu H., Wang J., Integrating independent component analysis and principal component analysis with neural network to predict chinese stock market. Mathematical Problems in Engineering 2011 2011 2-s2.0-80052686275 10.1155/2011/382659 382659
-
(2011)
Mathematical Problems in Engineering
, vol.2011
-
-
Liu, H.1
Wang, J.2
-
18
-
-
79952958333
-
Integrating independent component analysis-based denoising scheme with neural network for stock price prediction
-
2-s2.0-79952958333 10.1016/j.eswa.2010.03.012
-
Lu C.-J., Integrating independent component analysis-based denoising scheme with neural network for stock price prediction. Expert Systems with Applications 2010 37 10 7056 7064 2-s2.0-79952958333 10.1016/j.eswa.2010.03.012
-
(2010)
Expert Systems with Applications
, vol.37
, Issue.10
, pp. 7056-7064
-
-
Lu, C.-J.1
-
19
-
-
5444236478
-
The empirical mode decomposition and the Hubert spectrum for nonlinear and non-stationary time series analysis
-
Huang N. E., Shen Z., Long S. R., Wu M. C., Snin H. H., Zheng Q., Yen N.-C., Tung C. C., Liu H. H., The empirical mode decomposition and the Hubert spectrum for nonlinear and non-stationary time series analysis. Proceedings of the Royal Society A 1998 454 1971 903 995 10.1098/rspa.1998.0193 MR1631591 ZBL0945.62093 2-s2.0-5444236478 (Pubitemid 128733183)
-
(1998)
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
, vol.454
, Issue.1971
, pp. 903-995
-
-
Huang, N.E.1
Shen, Z.2
Long, S.R.3
Wu, M.C.4
Snin, H.H.5
Zheng, Q.6
Yen, N.-C.7
Tung, C.C.8
Liu, H.H.9
-
20
-
-
1542357546
-
A confidence limit for the empirical mode decomposition and Hilbert spectral analysis
-
DOI 10.1098/rspa.2003.1123
-
Huang N. E., Wu M.-L. C., Long S. R., Shen S. S. P., Qu W., Gloersen P., Fan K. L., A confidence limit for the empirical mode decomposition and Hilbert spectral analysis. Proceedings of the Royal Society A 2003 459 2037 2317 2345 MR2028978 ZBL1045.94503 2-s2.0-1542357546 10.1098/rspa.2003.1123 (Pubitemid 38328337)
-
(2003)
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
, vol.459
, Issue.2037
, pp. 2317-2345
-
-
Huang, N.E.1
Wu, M.-L.C.2
Long, S.R.3
Shen, S.S.P.4
Qu, W.5
Gloersen, P.6
Fan, K.L.7
-
21
-
-
39149141564
-
Application of EMD in the atmosphere time series prediction
-
DOI 10.3724/SP.J.1004.2008.00097
-
Xuan Z.-Y., Yang G.-X., Application of EMD in the atmosphere time series prediction. Acta Automatica Sinica 2008 34 1 97 101 MR2418274 2-s2.0-39149141564 10.3724/SP.J.1004.2008.00097 (Pubitemid 351254962)
-
(2008)
Zidonghua Xuebao/Acta Automatica Sinica
, vol.34
, Issue.1
, pp. 97-101
-
-
Xuan, Z.-Y.1
Yang, G.-X.2
-
22
-
-
70749150171
-
Prediction of river water turbidity based on EMD-SVM
-
2-s2.0-70749150171
-
Wang J.-D., Qi W.-G., Prediction of river water turbidity based on EMD-SVM. Acta Electronica Sinica 2009 37 10 2130 2133 2-s2.0-70749150171
-
(2009)
Acta Electronica Sinica
, vol.37
, Issue.10
, pp. 2130-2133
-
-
Wang, J.-D.1
Qi, W.-G.2
-
23
-
-
84897800851
-
Crude oil price prediction based on empirical mode decomposition and support vector machines
-
Yang Y. F., Bao Y. K., Hu Z. Y., Zhang R., Crude oil price prediction based on empirical mode decomposition and support vector machines. Chinese Journal of Management 2010 7 12 1884 1889
-
(2010)
Chinese Journal of Management
, vol.7
, Issue.12
, pp. 1884-1889
-
-
Yang, Y.F.1
Bao, Y.K.2
Hu, Z.Y.3
Zhang, R.4
-
24
-
-
82055184071
-
Combined model based on EMD-SVM for short-term wind power prediction
-
2-s2.0-82055184071
-
Ye L., Liu P., Combined model based on EMD-SVM for short-term wind power prediction. Proceedings of the Chinese Society of Electrical Engineering 2011 31 31 102 108 2-s2.0-82055184071
-
(2011)
Proceedings of the Chinese Society of Electrical Engineering
, vol.31
, Issue.31
, pp. 102-108
-
-
Ye, L.1
Liu, P.2
-
25
-
-
80155154044
-
Forecasting the short-term metro passenger flow with empirical mode decomposition and neural networks
-
2-s2.0-80155154044 10.1016/j.trc.2011.06.009
-
Wei Y., Chen M.-C., Forecasting the short-term metro passenger flow with empirical mode decomposition and neural networks. Transportation Research Part C 2012 21 1 148 162 2-s2.0-80155154044 10.1016/j.trc.2011.06.009
-
(2012)
Transportation Research Part C
, vol.21
, Issue.1
, pp. 148-162
-
-
Wei, Y.1
Chen, M.-C.2
-
26
-
-
0000779360
-
Detecting strange attractors in turbulence
-
Berlin, Germany Springer Lecture Notes in Math. MR654900 10.1007/BFb0091924 ZBL0513.58032
-
Takens F., Detecting strange attractors in turbulence. Dynamical Systems and Turbulence, Warwick 1980 (Coventry, 1979/1980) 1981 898 Berlin, Germany Springer 366 381 Lecture Notes in Math. MR654900 10.1007/BFb0091924 ZBL0513.58032
-
(1981)
Dynamical Systems and Turbulence, Warwick 1980 (Coventry, 1979/1980)
, vol.898
, pp. 366-381
-
-
Takens, F.1
-
27
-
-
33751278790
-
Embedology
-
MR1137425 ZBL0943.37506 2-s2.0-33751278790 10.1007/BF01053745
-
Sauer T., Yorke J. A., Casdagli M., Embedology. Journal of Statistical Physics 1991 65 3-4 579 616 MR1137425 ZBL0943.37506 2-s2.0-33751278790 10.1007/BF01053745
-
(1991)
Journal of Statistical Physics
, vol.65
, Issue.3-4
, pp. 579-616
-
-
Sauer, T.1
Yorke, J.A.2
Casdagli, M.3
-
28
-
-
0141631453
-
A differential entropy based method for determining the optimal embedding parameters of a signal
-
April 2003 2-s2.0-0141631453
-
Gautama T., Mandic D. P., Van Hulle M. M., A differential entropy based method for determining the optimal embedding parameters of a signal. 6 Proceedings of the IEEE International Conference on Accoustics, Speech, and Signal Processing April 2003 29 32 2-s2.0-0141631453
-
Proceedings of the IEEE International Conference on Accoustics, Speech, and Signal Processing
, vol.6
, pp. 29-32
-
-
Gautama, T.1
Mandic, D.P.2
Van Hulle, M.M.3
-
29
-
-
1142267539
-
The delay vector variance method for detecting determinism and nonlinearity in time series
-
MR2043344 ZBL1069.37064 2-s2.0-1142267539 10.1016/j.physd.2003.11.001
-
Gautama T., Mandic D. P., Van Hulle M. M., The delay vector variance method for detecting determinism and nonlinearity in time series. Physica D 2004 190 3-4 167 176 MR2043344 ZBL1069.37064 2-s2.0-1142267539 10.1016/j.physd.2003. 11.001
-
(2004)
Physica D
, vol.190
, Issue.3-4
, pp. 167-176
-
-
Gautama, T.1
Mandic, D.P.2
Van Hulle, M.M.3
-
30
-
-
80053588921
-
Application of chaos and neural network in power load forecasting
-
2-s2.0-80053588921 10.1155/2011/597634 597634
-
Li L., Chong-Xin L., Application of chaos and neural network in power load forecasting. Discrete Dynamics in Nature and Society 2011 2011 12 2-s2.0-80053588921 10.1155/2011/597634 597634
-
(2011)
Discrete Dynamics in Nature and Society
, vol.2011
, pp. 12
-
-
Li, L.1
Chong-Xin, L.2
-
31
-
-
0008494528
-
Determining Lyapunov exponents from a time series
-
10.1016/0167-2789(85)90011-9 MR805706 ZBL0585.58037 2-s2.0-0008494528
-
Wolf A., Swift J. B., Swinney H. L., Vastano J. A., Determining Lyapunov exponents from a time series. Physica D 1985 16 3 285 317 10.1016/0167-2789(85) 90011-9 MR805706 ZBL0585.58037 2-s2.0-0008494528
-
(1985)
Physica D
, vol.16
, Issue.3
, pp. 285-317
-
-
Wolf, A.1
Swift, J.B.2
Swinney, H.L.3
Vastano, J.A.4
-
32
-
-
13544270843
-
A novel nonlinear ensemble forecasting model incorporating GLAR and ANN for foreign exchange rates
-
DOI 10.1016/j.cor.2004.06.024, PII S030505480400156X, Application of Neural Networks
-
Yu L., Wang S., Lai K. K., A novel nonlinear ensemble forecasting model incorporating GLAR and ANN for foreign exchange rates. Computers & Operations Research 2005 32 10 2523 2541 2-s2.0-13544270843 10.1016/j.cor.2004. 06.024 (Pubitemid 40219759)
-
(2005)
Computers and Operations Research
, vol.32
, Issue.10
, pp. 2523-2541
-
-
Yu, L.1
Wang, S.2
Lai, K.K.3
-
33
-
-
39749128487
-
A new approach for crude oil price analysis based on Empirical Mode Decomposition
-
DOI 10.1016/j.eneco.2007.02.012, PII S0140988307000436
-
Zhang X., Lai K. K., Wang S.-Y., A new approach for crude oil price analysis based on Empirical Mode Decomposition. Energy Economics 2008 30 3 905 918 2-s2.0-39749128487 10.1016/j.eneco.2007.02.012 (Pubitemid 351292427)
-
(2008)
Energy Economics
, vol.30
, Issue.3
, pp. 905-918
-
-
Zhang, X.1
Lai, K.K.2
Wang, S.-Y.3
-
34
-
-
80052078099
-
Ensemble empirical mode decomposition: A noise-assisted data analysis method
-
2-s2.0-80052078099 10.1142/S1793536909000047
-
Wu Z., Huang N. E., Ensemble empirical mode decomposition: a noise-assisted data analysis method. Advances in Adaptive Data Analysis 2009 1 1 1 41 2-s2.0-80052078099 10.1142/S1793536909000047
-
(2009)
Advances in Adaptive Data Analysis
, vol.1
, Issue.1
, pp. 1-41
-
-
Wu, Z.1
Huang, N.E.2
-
35
-
-
79954532442
-
Filter bank property of multivariate empirical mode decomposition
-
MR2829203 2-s2.0-79954532442 10.1109/TSP.2011.2106779
-
Rehman N., Mandic D. P., Filter bank property of multivariate empirical mode decomposition. IEEE Transactions on Signal Processing 2011 59 5 2421 2426 MR2829203 2-s2.0-79954532442 10.1109/TSP.2011.2106779
-
(2011)
IEEE Transactions on Signal Processing
, vol.59
, Issue.5
, pp. 2421-2426
-
-
Rehman, N.1
Mandic, D.P.2
-
36
-
-
77952080754
-
Multivariate empirical mode decomposition
-
MR2608375 ZBL1191.94049 2-s2.0-77952080754 10.1098/rspa.2009.0502
-
Rehman N., Mandic D. P., Multivariate empirical mode decomposition. Proceedings of the Royal Society A 2010 466 2117 1291 1302 MR2608375 ZBL1191.94049 2-s2.0-77952080754 10.1098/rspa.2009.0502
-
(2010)
Proceedings of the Royal Society A
, vol.466
, Issue.2117
, pp. 1291-1302
-
-
Rehman, N.1
Mandic, D.P.2
-
37
-
-
84899502032
-
EMD via MEMD: Multivariate noise-aided computation of standard EMD
-
1350007 10.1142/S1793536913500076 MR3078937
-
ur Rehman N., Park C., Huang N. E., Mandic D. P., EMD via MEMD: multivariate noise-aided computation of standard EMD. Advances in Adaptive Data Analysis. Theory and Applications 2013 5 2 25 1350007 10.1142/S1793536913500076 MR3078937
-
(2013)
Advances in Adaptive Data Analysis. Theory and Applications
, vol.5
, Issue.2
, pp. 25
-
-
Ur Rehman, N.1
Park, C.2
Huang, N.E.3
Mandic, D.P.4
|