-
1
-
-
58149210009
-
Predicting chaotic time series with wavelet networks
-
Cao L, Hong Y, Fang H, He G (1995) Predicting chaotic time series with wavelet networks. Phys D 85: 225-238.
-
(1995)
Phys D
, vol.85
, pp. 225-238
-
-
Cao, L.1
Hong, Y.2
Fang, H.3
He, G.4
-
2
-
-
33745912981
-
Wavelets based neural network for function approximation
-
Fang Y, Chow TWS (2006) Wavelets based neural network for function approximation. Lecture notes in computer science, vol 3971, pp 80-85.
-
(2006)
Lecture notes in computer science
, vol.3971
, pp. 80-85
-
-
Fang, Y.1
Chow, T.W.S.2
-
6
-
-
0032334093
-
Minimax estimation via wavelet shrinkage
-
Donoho DL, Johnstone IM (1998) Minimax estimation via wavelet shrinkage. Ann Stat 26: 879-921.
-
(1998)
Ann Stat
, vol.26
, pp. 879-921
-
-
Donoho, D.L.1
Johnstone, I.M.2
-
7
-
-
0041958932
-
Ideal spatial adaption by wavelet shrinkage
-
Donoho DL, Johnstone IM (1994) Ideal spatial adaption by wavelet shrinkage. Biometrika 81: 425-455.
-
(1994)
Biometrika
, vol.81
, pp. 425-455
-
-
Donoho, D.L.1
Johnstone, I.M.2
-
8
-
-
0031098254
-
Using wavelet network in nonparametric estimation
-
Zhang Q (1997) Using wavelet network in nonparametric estimation. IEEE Trans Neural Netw 8: 227-236.
-
(1997)
IEEE Trans Neural Netw
, vol.8
, pp. 227-236
-
-
Zhang, Q.1
-
9
-
-
0027151141
-
Analysis and synthesis of feedforward neural networks using discrete affine wavelet transforms
-
Pati YC, Krishnaprasad PS (1993) Analysis and synthesis of feedforward neural networks using discrete affine wavelet transforms. IEEE Trans Neural Netw 4: 73-85.
-
(1993)
IEEE Trans Neural Netw
, vol.4
, pp. 73-85
-
-
Pati, Y.C.1
Krishnaprasad, P.S.2
-
11
-
-
80051665353
-
Wavelet interpolation networks
-
Bruges, Belgium
-
Bernard C, Mallat S, Slotine J-J (1998) Wavelet interpolation networks. In: Proceedings of ESANN '98, Bruges, Belgium, pp 47-52.
-
(1998)
Proceedings of ESANN '98
, pp. 47-52
-
-
Bernard, C.1
Mallat, S.2
Slotine, J.-J.3
-
13
-
-
33750417685
-
Wavelet-based nonlinear multiscale decomposition model for electricity load forecasting
-
Benaouda D, Murtagh G, Starck J-L, Renaud O (2006) Wavelet-based nonlinear multiscale decomposition model for electricity load forecasting. Neurocomputing 70: 139-154.
-
(2006)
Neurocomputing
, vol.70
, pp. 139-154
-
-
Benaouda, D.1
Murtagh, G.2
Starck, J.-L.3
Renaud, O.4
-
14
-
-
0035343043
-
Neural-wavelet methodology for load forecasting
-
Gao R, Tsoukalas HI (2001) Neural-wavelet methodology for load forecasting. J Intell Robot Syst 31: 149-157.
-
(2001)
J Intell Robot Syst
, vol.31
, pp. 149-157
-
-
Gao, R.1
Tsoukalas, H.I.2
-
15
-
-
34548162153
-
Application of bacterial foraging technique trained artificial and wavelet neural networks in load forecasting
-
Ulugammai M, Venkatesh P, Kannan PS, Padhy NP (2007) Application of bacterial foraging technique trained artificial and wavelet neural networks in load forecasting. Neurocomputing 70: 2659-2667.
-
(2007)
Neurocomputing
, vol.70
, pp. 2659-2667
-
-
Ulugammai, M.1
Venkatesh, P.2
Kannan, P.S.3
Padhy, N.P.4
-
16
-
-
0034559472
-
Wavelet transform and neural networks for short-term electrical load forecasting
-
Yao SJ, Song YH, Zhang LZ, Cheng XY (2000) Wavelet transform and neural networks for short-term electrical load forecasting. Energy Convers Manag 41: 1975-1988.
-
(2000)
Energy Convers Manag
, vol.41
, pp. 1975-1988
-
-
Yao, S.J.1
Song, Y.H.2
Zhang, L.Z.3
Cheng, X.Y.4
-
17
-
-
29444444293
-
Time-series prediction using a local linear wavelet neural wavelet
-
Chen Y, Yang B, Dong J (2006) Time-series prediction using a local linear wavelet neural wavelet. Neurocomputing 69: 449-465.
-
(2006)
Neurocomputing
, vol.69
, pp. 449-465
-
-
Chen, Y.1
Yang, B.2
Dong, J.3
-
18
-
-
0012276963
-
Time series prediction with wavelet neural networks
-
Cristea P, Tuduce R, Cristea A (2000) Time series prediction with wavelet neural networks. In: Proceedings of 5th seminar on neural network applications in electrical engineering, Belgrade, Yugoslavia, pp 5-10.
-
(2000)
Proceedings of 5th seminar on neural network applications in electrical engineering, Belgrade, Yugoslavia
, pp. 5-10
-
-
Cristea, P.1
Tuduce, R.2
Cristea, A.3
-
19
-
-
28844476524
-
Adaptive wavelets for signal classification and compression
-
Kadambe S, Srinivasan P (2006) Adaptive wavelets for signal classification and compression. Int J Electron Commun 60: 45-55.
-
(2006)
Int J Electron Commun
, vol.60
, pp. 45-55
-
-
Kadambe, S.1
Srinivasan, P.2
-
20
-
-
0000695619
-
Wavelet networks for sensor signal classification in flank wear assessment
-
Pittner S, Kamarthi SV, Gao Q (1998) Wavelet networks for sensor signal classification in flank wear assessment. J Intell Manuf 9: 315-322.
-
(1998)
J Intell Manuf
, vol.9
, pp. 315-322
-
-
Pittner, S.1
Kamarthi, S.V.2
Gao, Q.3
-
21
-
-
24344510343
-
Wavelet neural network classification of eeg signals by using AR model with MLE pre-processing
-
Subasi A, Alkan A, Koklukaya E, Kiymik MK (2005) Wavelet neural network classification of eeg signals by using AR model with MLE pre-processing. Neural Netw 18: 985-997.
-
(2005)
Neural Netw
, vol.18
, pp. 985-997
-
-
Subasi, A.1
Alkan, A.2
Koklukaya, E.3
Kiymik, M.K.4
-
22
-
-
35648999424
-
Learning algorithm of wavelet network based on sampling theory
-
Zhang Z (2007) Learning algorithm of wavelet network based on sampling theory. Neurocomputing 71: 224-269.
-
(2007)
Neurocomputing
, vol.71
, pp. 224-269
-
-
Zhang, Z.1
-
24
-
-
0034284052
-
Initialization by selection for wavelet network training
-
Oussar Y, Dreyfus G (2000) Initialization by selection for wavelet network training. Neurocomputing 34: 131-143.
-
(2000)
Neurocomputing
, vol.34
, pp. 131-143
-
-
Oussar, Y.1
Dreyfus, G.2
-
25
-
-
0032584927
-
Training wavelet networks for nonlinear dynamic input output modelling
-
Oussar Y, Rivals I, Presonnaz L, Dreyfus G (1998) Training wavelet networks for nonlinear dynamic input output modelling. Neurocomputing 20: 173-188.
-
(1998)
Neurocomputing
, vol.20
, pp. 173-188
-
-
Oussar, Y.1
Rivals, I.2
Presonnaz, L.3
Dreyfus, G.4
-
26
-
-
34249052194
-
Wavelet networks for nonlinear system modelling
-
Postalcioglu S, Becerikli Y (2007) Wavelet networks for nonlinear system modelling. Neural Comput Appl 16: 434-441.
-
(2007)
Neural Comput Appl
, vol.16
, pp. 434-441
-
-
Postalcioglu, S.1
Becerikli, Y.2
-
27
-
-
23044434528
-
A new class of wavelet networks for nonlinear system identification
-
Billings SA, Wei H-L (2005) A new class of wavelet networks for nonlinear system identification. IEEE Trans Neural Netw 16: 862-874.
-
(2005)
IEEE Trans Neural Netw
, vol.16
, pp. 862-874
-
-
Billings, S.A.1
Wei, H.-L.2
-
28
-
-
0035441348
-
Multiwavelet neural network and its approximation properties
-
Jiao L, Pan J, Fang Y (2001) Multiwavelet neural network and its approximation properties. IEEE Trans Neural Netw 12: 1060-1066.
-
(2001)
IEEE Trans Neural Netw
, vol.12
, pp. 1060-1066
-
-
Jiao, L.1
Pan, J.2
Fang, Y.3
-
29
-
-
0001379053
-
Neural network adaptive wavelets for signal representation and classification
-
Szu H, Telfer B, Kadambe S (1992) Neural network adaptive wavelets for signal representation and classification. Opt Eng 31: 1907-1916.
-
(1992)
Opt Eng
, vol.31
, pp. 1907-1916
-
-
Szu, H.1
Telfer, B.2
Kadambe, S.3
-
30
-
-
0032046204
-
On-line successive synthesis of wavelet networks
-
Wong K-W, Leung AC-S (1998) On-line successive synthesis of wavelet networks. Neural Process Lett 7: 91-100.
-
(1998)
Neural Process Lett
, vol.7
, pp. 91-100
-
-
Wong, K.-W.1
Leung, A.C.-S.2
-
31
-
-
23044460437
-
Principal component-wavelet networks as a new multivariate calibration model
-
Khayamian T, Ensafi AA, Tabaraki R, Esteki M (2005) Principal component-wavelet networks as a new multivariate calibration model. Anal Lett 38: 1447-1489.
-
(2005)
Anal Lett
, vol.38
, pp. 1447-1489
-
-
Khayamian, T.1
Ensafi, A.A.2
Tabaraki, R.3
Esteki, M.4
-
32
-
-
84887252594
-
Support vector method for function approximation. Regression estimation, and signal processing
-
Vapnik V, Golowich SE, Smola A (1996) Support vector method for function approximation. Regression estimation, and signal processing. Adv Neural Inf Process Syst 9: 281-287.
-
(1996)
Adv Neural Inf Process Syst
, vol.9
, pp. 281-287
-
-
Vapnik, V.1
Golowich, S.E.2
Smola, A.3
-
33
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges CJC (1998) A tutorial on support vector machines for pattern recognition. Knowl Discov Data Min 121-167.
-
(1998)
Knowl Discov Data Min
, pp. 121-167
-
-
Burges, C.J.C.1
-
34
-
-
0031272926
-
Comparing support vector machines with Gaussian kernels to radial basis function classifiers
-
Scholkopf B, Sung K, Burges C, Girosi F, Niyogi P, Poggio T, Vapnik V (1997) Comparing support vector machines with Gaussian kernels to radial basis function classifiers. IEEE Trans Signal Process 45: 1-8.
-
(1997)
IEEE Trans Signal Process
, vol.45
, pp. 1-8
-
-
Scholkopf, B.1
Sung, K.2
Burges, C.3
Girosi, F.4
Niyogi, P.5
Poggio, T.6
Vapnik, V.7
-
35
-
-
0035676247
-
Support vector machines for identifying organisms -a comparison with strongly partitioned radial basis function networks
-
Morris CW, Autret A, Boddy L (2001) Support vector machines for identifying organisms -a comparison with strongly partitioned radial basis function networks. Ecol Model 146: 57-67.
-
(2001)
Ecol Model
, vol.146
, pp. 57-67
-
-
Morris, C.W.1
Autret, A.2
Boddy, L.3
-
36
-
-
0742268991
-
Support vector machine with adaptive parameters in financial time series forecasting
-
Cao LJ, Tay EHF (2003) Support vector machine with adaptive parameters in financial time series forecasting. IEEE Trans Neural Netw 14: 1506-1518.
-
(2003)
IEEE Trans Neural Netw
, vol.14
, pp. 1506-1518
-
-
Cao, L.J.1
Tay, E.H.F.2
-
39
-
-
4744360154
-
Hedging the force of nature
-
Hanley M (1999) Hedging the force of nature. Risk Prof 1: 21-25.
-
(1999)
Risk Prof
, vol.1
, pp. 21-25
-
-
Hanley, M.1
-
40
-
-
78049360223
-
Weather derivatives running hot
-
Ceniceros R (2006) Weather derivatives running hot. Bus Insur 40(32): 24-35.
-
(2006)
Bus Insur
, vol.40
, Issue.32
, pp. 24-35
-
-
Ceniceros, R.1
-
42
-
-
84928061500
-
-
Cambridge University Press, Cambridge
-
Jewson S, Brix A, Ziehmann C (2005) Weather derivative valuation: the meteorological, statistical, financial and mathematical foundations. Cambridge University Press, Cambridge.
-
(2005)
Weather derivative valuation: The meteorological, statistical, financial and mathematical foundations
-
-
Jewson, S.1
Brix, A.2
Ziehmann, C.3
-
43
-
-
47749125350
-
Modelling temperature time dependent speed of mean reversion in the context of weather derivative pricing
-
Zapranis A, Alexandridis A (2008) Modelling temperature time dependent speed of mean reversion in the context of weather derivative pricing. Appl Math Finance 15: 355-386.
-
(2008)
Appl Math Finance
, vol.15
, pp. 355-386
-
-
Zapranis, A.1
Alexandridis, A.2
-
44
-
-
70350710029
-
Weather derivatives pricing: modelling the seasonal residuals variance of an Ornstein-Uhlenbeck temperature process with neural networks
-
Zapranis A, Alexandridis A (2009) Weather derivatives pricing: modelling the seasonal residuals variance of an Ornstein-Uhlenbeck temperature process with neural networks. Neurocomputing 73: 37-48.
-
(2009)
Neurocomputing
, vol.73
, pp. 37-48
-
-
Zapranis, A.1
Alexandridis, A.2
-
46
-
-
16644368291
-
Stochastic modelling of temperature variations with a view towards weather derivatives
-
Benth FE, Saltyte-Benth J (2005) Stochastic modelling of temperature variations with a view towards weather derivatives. Appl Math Finance 12: 53-85.
-
(2005)
Appl Math Finance
, vol.12
, pp. 53-85
-
-
Benth, F.E.1
Saltyte-Benth, J.2
-
47
-
-
35148885074
-
The volatility of temperature and pricing of weather derivatives
-
Benth FE, Saltyte-Benth J (2007) The volatility of temperature and pricing of weather derivatives. Quant Finance 7: 553-561.
-
(2007)
Quant Finance
, vol.7
, pp. 553-561
-
-
Benth, F.E.1
Saltyte-Benth, J.2
-
49
-
-
85008814939
-
Dynamical pricing of weather derivatives
-
Brody CD, Syroka J, Zervos M (2002) Dynamical pricing of weather derivatives. Quant Finance 2: 189-198.
-
(2002)
Quant Finance
, vol.2
, pp. 189-198
-
-
Brody, C.D.1
Syroka, J.2
Zervos, M.3
-
50
-
-
0345999991
-
-
Risk weather risk special report, energy and power risk management
-
Cao M, Wei J (2000) Pricing the weather. Risk weather risk special report, energy and power risk management, pp 67-70.
-
(2000)
Pricing the weather
, pp. 67-70
-
-
Cao, M.1
Wei, J.2
-
51
-
-
7544219778
-
-
Working Paper. The Rotman Graduate School of Management, The University of Toronto, Toronto
-
Cao M, Wei J (1999) Pricing weather derivatives: an equilibrium approach. Working Paper. The Rotman Graduate School of Management, The University of Toronto, Toronto.
-
(1999)
Pricing weather derivatives: an equilibrium approach
-
-
Cao, M.1
Wei, J.2
-
54
-
-
0346433436
-
On arbitrage-free pricing of weather derivatives based on fractional Brownian motion
-
Benth FE (2003) On arbitrage-free pricing of weather derivatives based on fractional Brownian motion. Appl Math Finance 10: 303-324.
-
(2003)
Appl Math Finance
, vol.10
, pp. 303-324
-
-
Benth, F.E.1
-
55
-
-
84874022975
-
The weather derivatives market: Modelling and pricing temperature
-
vol. Ph. D. University of Lugano, Lugano, Switzerland
-
Bellini F (2005) The weather derivatives market: Modelling and pricing temperature. Faculty of Economics, vol. Ph. D. University of Lugano, Lugano, Switzerland.
-
(2005)
Faculty of Economics
-
-
Bellini, F.1
-
56
-
-
80051667727
-
Weather derivatives pricing: modelling the seasonal residuals variance of an Ornstein-Uhlenbeck temperature process with neural networks
-
Thessaloniki, Greece
-
Zapranis A, Alexandridis A (2007) Weather derivatives pricing: modelling the seasonal residuals variance of an Ornstein-Uhlenbeck temperature process with neural networks. In: EANN 2007, Thessaloniki, Greece.
-
(2007)
EANN 2007
-
-
Zapranis, A.1
Alexandridis, A.2
-
58
-
-
67651252936
-
Model identification in wavelet neural networks framework
-
Iliadis L, Vlahavas I, Bramer M (eds), Springer, New York
-
Zapranis A, Alexandridis A (2009) Model identification in wavelet neural networks framework. In: Iliadis L, Vlahavas I, Bramer M (eds) Artificial intelligence applications and innovations III, vol IFIP 296. Springer, New York, 267-277.
-
(2009)
Artificial intelligence applications and innovations III, vol IFIP 296
, pp. 267-277
-
-
Zapranis, A.1
Alexandridis, A.2
-
59
-
-
0036825823
-
A basis selection algorithm for wavelet neural networks
-
Xu J, Ho DWC (2002) A basis selection algorithm for wavelet neural networks. Neurocomputing 48: 681-689.
-
(2002)
Neurocomputing
, vol.48
, pp. 681-689
-
-
Xu, J.1
Ho, D.W.C.2
-
60
-
-
26844554927
-
A constructive algorithm for wavelet neural networks
-
Xu J, Ho DWC (2005) A constructive algorithm for wavelet neural networks. Lecture notes in computer science, pp 730-739.
-
(2005)
Lecture notes in computer science
, pp. 730-739
-
-
Xu, J.1
Ho, D.W.C.2
-
62
-
-
0029411990
-
Space-frequency localized basis function networks for nonlinear system estimation and control
-
Cannon M, Slotine J-JE (1995) Space-frequency localized basis function networks for nonlinear system estimation and control. Neurocomputing 9: 293-342.
-
(1995)
Neurocomputing
, vol.9
, pp. 293-342
-
-
Cannon, M.1
Slotine, J.-J.E.2
-
64
-
-
85016184188
-
Pricing weather derivatives by marginal value
-
Davis M (2001) Pricing weather derivatives by marginal value. Quant Finance 1: 1-4.
-
(2001)
Quant Finance
, vol.1
, pp. 1-4
-
-
Davis, M.1
-
65
-
-
0010589635
-
-
Weather risk special report, energy power risk management
-
Dornier F, Queruel M (2000) Caution to the wind. Weather risk special report, energy power risk management, pp 30-32.
-
(2000)
Caution to the wind
, pp. 30-32
-
-
Dornier, F.1
Queruel, M.2
-
66
-
-
80051669908
-
-
Weather derivatives, FOW special support
-
Moreno M (2000) Riding the temp. Weather derivatives, FOW special support.
-
(2000)
Riding the temp
-
-
Moreno, M.1
-
67
-
-
0037077324
-
Long memory in surface air temperature: detection modelling and application to weather derivative valuation
-
Caballero R, Jewson S, Brix A (2002) Long memory in surface air temperature: detection modelling and application to weather derivative valuation. Clim Res 21: 127-140.
-
(2002)
Clim Res
, vol.21
, pp. 127-140
-
-
Caballero, R.1
Jewson, S.2
Brix, A.3
-
68
-
-
85016207673
-
Alternative approaches to weather derivatives pricing
-
Geman H, Leonardi M-P (2005) Alternative approaches to weather derivatives pricing. Manag Finance 31: 46-72.
-
(2005)
Manag Finance
, vol.31
, pp. 46-72
-
-
Geman, H.1
Leonardi, M.-P.2
|