-
1
-
-
0001011612
-
Learning from hints in neural networks
-
Abu-Mostafa, Y., 1990: Learning from hints in neural networks. J. Complex., 6, 192-198.
-
(1990)
J. Complex.
, vol.6
, pp. 192-198
-
-
Abu-Mostafa, Y.1
-
2
-
-
0000918302
-
Hints and the VC dimension
-
_, 1993: Hints and the VC dimension. Neural Comput., 5, 278-288.
-
(1993)
Neural Comput.
, vol.5
, pp. 278-288
-
-
-
3
-
-
0016029778
-
The relationship between variable selection and data augmentation and a method for prediction
-
Allen, D., 1974: The relationship between variable selection and data augmentation and a method for prediction. Technometrics, 16, 125-127.
-
(1974)
Technometrics
, vol.16
, pp. 125-127
-
-
Allen, D.1
-
4
-
-
0028669614
-
Long-lead seasonal forecasting - Where do we stand?
-
Barnston, A. G., and Coauthors, 1994: Long-lead seasonal forecasting - Where do we stand? Bull. Amer. Meteor. Soc., 75, 2097-2114.
-
(1994)
Bull. Amer. Meteor. Soc.
, vol.75
, pp. 2097-2114
-
-
Barnston, A.G.1
-
6
-
-
85025505893
-
Generalization performance of overtrained back-propagation
-
L. B. Almedia and C. J. Wellekens, Eds., Springer-Verlag
-
Chauvin, Y., 1990: Generalization performance of overtrained back-propagation. Neural Networks. EURASIP Workshop Proceedings, L. B. Almedia and C. J. Wellekens, Eds., Springer-Verlag, 46-55.
-
(1990)
Neural Networks. EURASIP Workshop Proceedings
, pp. 46-55
-
-
Chauvin, Y.1
-
8
-
-
0024861871
-
Approximation by superpositions of a sigmoidal function
-
Cybenko, G., 1989: Approximation by superpositions of a sigmoidal function. Math. Control, Signal, Syst., 2, 303-314.
-
(1989)
Math. Control, Signal, Syst.
, vol.2
, pp. 303-314
-
-
Cybenko, G.1
-
9
-
-
0003396255
-
-
The Math Works, Inc. [Available from The Math Works, Inc., 24 Prime Park Way, Natick, MA 01760-1500.]
-
Demuth, H., and M. Beale, 1998: Neural Network Toolbox version 3.1. The Math Works, Inc. [Available from The Math Works, Inc., 24 Prime Park Way, Natick, MA 01760-1500.]
-
(1998)
Neural Network Toolbox Version 3.1
-
-
Demuth, H.1
Beale, M.2
-
10
-
-
0027294340
-
Improving models selection by nonconvergent methods
-
Finnoff, W., F. Hergert, and A. G. Zimmermann, 1993: Improving models selection by nonconvergent methods. Neural Networks, 6, 771-783.
-
(1993)
Neural Networks
, vol.6
, pp. 771-783
-
-
Finnoff, W.1
Hergert, F.2
Zimmermann, A.G.3
-
11
-
-
0001942829
-
Neural networks and the bias/variance dilemma
-
Geman, S., E. Bienenstock, and R. Doursat, 1992: Neural networks and the bias/variance dilemma. Neural Comput., 4, 1-58.
-
(1992)
Neural Comput.
, vol.4
, pp. 1-58
-
-
Geman, S.1
Bienenstock, E.2
Doursat, R.3
-
12
-
-
32044449925
-
Generalized cross-validation as a method for choosing a good ridge parameter
-
Golub, G. H., M. Heath, and G. Wahba, 1979: Generalized cross-validation as a method for choosing a good ridge parameter. Technometrics, 21, 215-223.
-
(1979)
Technometrics
, vol.21
, pp. 215-223
-
-
Golub, G.H.1
Heath, M.2
Wahba, G.3
-
13
-
-
0000598965
-
A novel neural network design for long range prediction of rainfall pattern
-
Goswami, P., and Srividya, 1996: A novel neural network design for long range prediction of rainfall pattern. Current Sci., 70, 447-457.
-
(1996)
Current Sci.
, vol.70
, pp. 447-457
-
-
Goswami, P.1
Srividya2
-
14
-
-
0028571018
-
Reconstruction of the El-Niño attractor with neural networks
-
Grieger, B., and M. Latif, 1994: Reconstruction of the El-Niño attractor with neural networks. Climate Dyn., 10, 267-276.
-
(1994)
Climate Dyn.
, vol.10
, pp. 267-276
-
-
Grieger, B.1
Latif, M.2
-
15
-
-
0033933643
-
A GCV based method for nonlinear ill-posed problems
-
in press
-
Haber, E., and D. W. Oldenburg, 2000: A GCV based method for nonlinear ill-posed problems. Comput. Geosci., in press.
-
(2000)
Comput. Geosci.
-
-
Haber, E.1
Oldenburg, D.W.2
-
16
-
-
0029509566
-
Prediction of the summer rainfall over South Africa
-
Hastenrath, S., L. Greischar, and J. van Heerden, 1995: Prediction of the summer rainfall over South Africa. J. Climate, 8, 1511-1518.
-
(1995)
J. Climate
, vol.8
, pp. 1511-1518
-
-
Hastenrath, S.1
Greischar, L.2
Van Heerden, J.3
-
17
-
-
0030417301
-
Climate downscaling: Techniques and application
-
Hewitson, B. C., and R. G. Crane, 1996: Climate downscaling: Techniques and application. Climate Res., 7, 85-95.
-
(1996)
Climate Res.
, vol.7
, pp. 85-95
-
-
Hewitson, B.C.1
Crane, R.G.2
-
18
-
-
0024880831
-
Multilayer feed-forward networks are universal approximators
-
Hornik, K., M. Stinchcombe, and H. White, 1989: Multilayer feed-forward networks are universal approximators. Neural Networks, 2, 359-366.
-
(1989)
Neural Networks
, vol.2
, pp. 359-366
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
19
-
-
0021585272
-
Irregularity: A fundamental property of the atmosphere
-
Lorenz, E. N., 1984: Irregularity: A fundamental property of the atmosphere. Tellus, 36A, 98-110.
-
(1984)
Tellus
, vol.36 A
, pp. 98-110
-
-
Lorenz, E.N.1
-
20
-
-
0025224683
-
Can chaos and intransitivity lead to interannual variability?
-
_, 1990: Can chaos and intransitivity lead to interannual variability? Tellus, 42A, 378-389.
-
(1990)
Tellus
, vol.42 A
, pp. 378-389
-
-
-
21
-
-
0001441372
-
Probable networks and the plausible predictions - A review of practical Bayesian methods for supervised neural networks
-
MacKay, D. J. C., 1995: Probable networks and the plausible predictions - A review of practical Bayesian methods for supervised neural networks. Network Comput. Neural Syst., 6, 469-505.
-
(1995)
Network Comput. Neural Syst.
, vol.6
, pp. 469-505
-
-
MacKay, D.J.C.1
-
22
-
-
0001495043
-
Cross-validation in statistical forecast models
-
Michaelsen, J., 1987: Cross-validation in statistical forecast models. J. Climate. Appl. Meteor., 26, 1589-1600.
-
(1987)
J. Climate. Appl. Meteor.
, vol.26
, pp. 1589-1600
-
-
Michaelsen, J.1
-
23
-
-
0028584611
-
Predicting Indian monsoon rainfall - A neural network approach
-
Navone, H. D., and H. A. Ceccatto, 1994: Predicting Indian monsoon rainfall - A neural network approach. Climate Dyn., 10, 305-312.
-
(1994)
Climate Dyn.
, vol.10
, pp. 305-312
-
-
Navone, H.D.1
Ceccatto, H.A.2
-
24
-
-
0028581380
-
Improved global sea surface temperature analysis using optimum interpolation
-
Reynolds, R. W., and T. M. Smith, 1994: Improved global sea surface temperature analysis using optimum interpolation. J. Climate, 7, 929-948.
-
(1994)
J. Climate
, vol.7
, pp. 929-948
-
-
Reynolds, R.W.1
Smith, T.M.2
-
25
-
-
0000646059
-
Learning internal representations by error propagation
-
D. E. Rumelhart, J. L. McClelland, and P. R. Groups, Eds., The MIT Press
-
Rumelhart, D. E., G. E. Hinton, and R. J. Williams, 1986: Learning internal representations by error propagation. Parallel Distributed Processing, D. E. Rumelhart, J. L. McClelland, and P. R. Groups, Eds., Vol. 1, The MIT Press, 318-362.
-
(1986)
Parallel Distributed Processing
, vol.1
, pp. 318-362
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
26
-
-
0030485372
-
Reconstruction of historical sea surface temperatures using orthogonal functions
-
Smith, T. M., R. W. Reynolds, R. E. Livezey, and D. C. Stokes, 1996: Reconstruction of historical sea surface temperatures using orthogonal functions. J. Climate, 9, 1403-1420.
-
(1996)
J. Climate
, vol.9
, pp. 1403-1420
-
-
Smith, T.M.1
Reynolds, R.W.2
Livezey, R.E.3
Stokes, D.C.4
-
27
-
-
0034035880
-
Skill comparisons between neural networks and canonical correlation analysis in predicting the equatorial Pacific sea surface temperatures
-
Tang, B., W. W. Hsieh, A. H. Monahan, and F. T. Tangang, 2000: Skill comparisons between neural networks and canonical correlation analysis in predicting the equatorial Pacific sea surface temperatures. J. Climate, 13, 287-293.
-
(2000)
J. Climate
, vol.13
, pp. 287-293
-
-
Tang, B.1
Hsieh, W.W.2
Monahan, A.H.3
Tangang, F.T.4
-
28
-
-
0001275437
-
Forecasting the equatorial Pacific sea surface temperature by neural network models
-
Tangang, F. T., W. W. Hsieh, and B. Tang, 1997: Forecasting the equatorial Pacific sea surface temperature by neural network models. Climate Dyn., 13, 135-147.
-
(1997)
Climate Dyn.
, vol.13
, pp. 135-147
-
-
Tangang, F.T.1
Hsieh, W.W.2
Tang, B.3
-
29
-
-
0032522032
-
Forecasting the regional sea surface temperature of the tropical Pacific by neural network models, with wind stress and sea level pressure as predictors
-
_, _, and _, 1998a: Forecasting the regional sea surface temperature of the tropical Pacific by neural network models, with wind stress and sea level pressure as predictors. J. Geophys. Res., 103, 7511-7522.
-
(1998)
J. Geophys. Res.
, vol.103
, pp. 7511-7522
-
-
-
30
-
-
0031777214
-
Forecasting ENSO events: A neural network-extended EOF approach
-
_, B. Tang, A. H. Monahan, and W. W. Hsieh, 1998b: Forecasting ENSO events: A neural network-extended EOF approach. J. Climate, 11, 29-41.
-
(1998)
J. Climate
, vol.11
, pp. 29-41
-
-
Tang, B.1
Monahan, A.H.2
Hsieh, W.W.3
-
32
-
-
0000544453
-
Practical approximate solutions to the linear operator equations when the data are noisy
-
Wahba, G., 1977: Practical approximate solutions to the linear operator equations when the data are noisy. SIAM J. Numer. Anal., 14, 651-667.
-
(1977)
SIAM J. Numer. Anal.
, vol.14
, pp. 651-667
-
-
Wahba, G.1
-
34
-
-
0009650570
-
Generalization and regularization in nonlinear learning systems
-
M. A. Arbib, Ed., The MIT Press
-
_, 1995: Generalization and regularization in nonlinear learning systems. The Handbook of Brain Theory and Neural Networks, M. A. Arbib, Ed., The MIT Press, 426-430.
-
(1995)
The Handbook of Brain Theory and Neural Networks
, pp. 426-430
-
-
-
35
-
-
0343881422
-
Time series analysis and prediction
-
P. Smolensky, M. C. Mozer, and D. E. Rumelhart, Eds., Lawrence Earlbaum
-
Weigend, A. S., 1996: Time series analysis and prediction. Mathematical Perspectives on Neural Networks, P. Smolensky, M. C. Mozer, and D. E. Rumelhart, Eds., Lawrence Earlbaum, 395-449.
-
(1996)
Mathematical Perspectives on Neural Networks
, pp. 395-449
-
-
Weigend, A.S.1
-
36
-
-
0023116477
-
A comprehensive ocean-atmosphere data set
-
Woodruff, S. D., R. J. Slutz, R. L. Jenne, and P. M. Steurer, 1987: A comprehensive ocean-atmosphere data set. Bull. Amer. Meteor. Soc., 68, 1239-1250.
-
(1987)
Bull. Amer. Meteor. Soc.
, vol.68
, pp. 1239-1250
-
-
Woodruff, S.D.1
Slutz, R.J.2
Jenne, R.L.3
Steurer, P.M.4
|