-
1
-
-
0024774330
-
Neural networks and principal component analysis. Learning from examples without local minima
-
Baldi P. and K. Hornik, Neural networks and principal component analysis. Learning from examples without local minima. Neural Networks 2, 53-58 (1989).
-
(1989)
Neural Networks
, vol.2
, pp. 53-58
-
-
Baldi, P.1
Hornik, K.2
-
2
-
-
0039830274
-
Unsupervised learning procedures for neural networks
-
Becker S., Unsupervised learning procedures for neural networks. Int. J. Neural Syst. 2(1), 17-33 (1991).
-
(1991)
Int. J. Neural Syst.
, vol.2
, Issue.1
, pp. 17-33
-
-
Becker, S.1
-
3
-
-
0024220237
-
Autoassociation by multilayer perceptrons and singular value decomposition
-
Bourlard H. and Y. Kamp, Autoassociation by multilayer perceptrons and singular value decomposition. Biol. Cybern. 59, 291-294 (1988).
-
(1988)
Biol. Cybern.
, vol.59
, pp. 291-294
-
-
Bourlard, H.1
Kamp, Y.2
-
4
-
-
84936916896
-
Robust locally weighted regression and smoothing scatter-plots
-
Cleveland W. S., Robust locally weighted regression and smoothing scatter-plots. J. Am. Stat. Ass. 74(368), 829-836 (1979).
-
(1979)
J. Am. Stat. Ass.
, vol.74
, Issue.368
, pp. 829-836
-
-
Cleveland, W.S.1
-
6
-
-
0027561446
-
A plant-wide industrial process control problem
-
Downs J. J. and E. F. Vogel, A plant-wide industrial process control problem. Comput. Chem. Engng 17(3), 245-255 (1993).
-
(1993)
Comput. Chem. Engng
, vol.17
, Issue.3
, pp. 245-255
-
-
Downs, J.J.1
Vogel, E.F.2
-
7
-
-
0002653230
-
A second generation nonlinear factor analysis
-
Etezadi-Amoli J. and R. P. McDonald, A second generation nonlinear factor analysis. Psychometrika 48(3), 315-327 (1983).
-
(1983)
Psychometrika
, vol.48
, Issue.3
, pp. 315-327
-
-
Etezadi-Amoli, J.1
McDonald, R.P.2
-
8
-
-
0000387235
-
A rapid descent method for minimization
-
Fletcher R. and M. J. D. Powell, A rapid descent method for minimization. Comput. J. 6, 163-167 (1963).
-
(1963)
Comput. J.
, vol.6
, pp. 163-167
-
-
Fletcher, R.1
Powell, M.J.D.2
-
9
-
-
0002432565
-
Multivariate adaptive regression splines
-
Friedman J. H., Multivariate adaptive regression splines. The Ann. Statist. 19, 1-141 (1991).
-
(1991)
The Ann. Statist.
, vol.19
, pp. 1-141
-
-
Friedman, J.H.1
-
13
-
-
0024880831
-
Multilayer feedforward neural networks are universal approximators
-
Hornik K., M. Stinchcombe and H. White, Multilayer feedforward neural networks are universal approximators. Neural Networks 2, 359-366 (1989).
-
(1989)
Neural Networks
, vol.2
, pp. 359-366
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
14
-
-
0025627940
-
Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks
-
Hornik K., M. Stinchcombe and H. White, Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks. Neural Networks 3, 551-560 (1990).
-
(1990)
Neural Networks
, vol.3
, pp. 551-560
-
-
Hornik, K.1
Stinchcombe, M.2
White, H.3
-
15
-
-
0025792215
-
Bounds on the number of hidden neurons in multilayer perceptrons
-
Huang S. and Y. Huang, Bounds on the number of hidden neurons in multilayer perceptrons. IEEE Trans. Neural Networks 2, 47-55 (1991).
-
(1991)
IEEE Trans. Neural Networks
, vol.2
, pp. 47-55
-
-
Huang, S.1
Huang, Y.2
-
17
-
-
0018503842
-
Control procedures for residuals associated with principal component analysis
-
Jackson J. E. and G. S. Mudholkar, Control procedures for residuals associated with principal component analysis. Technometrics 21, 341-349 (1979).
-
(1979)
Technometrics
, vol.21
, pp. 341-349
-
-
Jackson, J.E.1
Mudholkar, G.S.2
-
19
-
-
0026849990
-
Autoassociative neural networks
-
Kramer M. A., Autoassociative neural networks. Comput. Chem. Engng 16(4), 313-328 (1992).
-
(1992)
Comput. Chem. Engng
, vol.16
, Issue.4
, pp. 313-328
-
-
Kramer, M.A.1
-
20
-
-
0026108818
-
Multivariate statistical monitoring of process operating performance
-
Kresta J. V., J. F. MacGregor and T. E. Marlin, Multivariate statistical monitoring of process operating performance. Can. J. Chem. Engng 69(2), 34-47 (1991).
-
(1991)
Can. J. Chem. Engng
, vol.69
, Issue.2
, pp. 34-47
-
-
Kresta, J.V.1
MacGregor, J.F.2
Marlin, T.E.3
-
21
-
-
0023526237
-
Cross-validation in principal component analysis
-
Krzanowski W. J. Cross-validation in principal component analysis. Biometrics 43, 575-584 (1987).
-
(1987)
Biometrics
, vol.43
, pp. 575-584
-
-
Krzanowski, W.J.1
-
22
-
-
0025403609
-
Improvement of the back-propagation algorithm for training neural networks
-
Leonard J. and M. K. Kramer, Improvement of the back-propagation algorithm for training neural networks. Comput. Chem. Engng 14, 337-341 (1990).
-
(1990)
Comput. Chem. Engng
, vol.14
, pp. 337-341
-
-
Leonard, J.1
Kramer, M.K.2
-
23
-
-
0013069053
-
Multivariate statistical methods for monitoring large data sets from chemical processes
-
MacGregor J., Multivariate statistical methods for monitoring large data sets from chemical processes. In AICHE Meeting (1989).
-
(1989)
AICHE Meeting
-
-
MacGregor, J.1
-
24
-
-
0028431355
-
Base level control for the Tennessee Eastman problem
-
McAvoy T. J. and N. Ye, Base level control for the Tennessee Eastman problem. Comput. Chem. Engng 18, 383-413 (1994).
-
(1994)
Comput. Chem. Engng
, vol.18
, pp. 383-413
-
-
McAvoy, T.J.1
Ye, N.2
-
25
-
-
0042569507
-
Composition control of distillation columns using multiple temperature measurements
-
Chicago, FL
-
Mejdell T. and S. Skogestad, Composition control of distillation columns using multiple temperature measurements. In AIChE Annual Meeting, Chicago, FL. (1990).
-
(1990)
AIChE Annual Meeting
-
-
Mejdell, T.1
Skogestad, S.2
-
26
-
-
0028483476
-
Monitoring of batch processes using multi-way pea
-
Nomikos P. and J. MacGregor, Monitoring of batch processes using multi-way pea. AIChE J. 40, 1361-1375 (1994).
-
(1994)
AIChE J.
, vol.40
, pp. 1361-1375
-
-
Nomikos, P.1
MacGregor, J.2
-
27
-
-
0000936320
-
Singular-value decomposition in attractor reconstruction: Pitfalls and precautions
-
Palus M. and I. Dvrak, Singular-value decomposition in attractor reconstruction: pitfalls and precautions. Physica D 55, 221-234 (1992).
-
(1992)
Physica D
, vol.55
, pp. 221-234
-
-
Palus, M.1
Dvrak, I.2
-
30
-
-
0026853320
-
Nonlinear pls modeling using neural networks
-
Qin S. J. and T. J. McAvoy, Nonlinear pls modeling using neural networks. Comput. Chem. Engng 16(4), 379-391 (1992).
-
(1992)
Comput. Chem. Engng
, vol.16
, Issue.4
, pp. 379-391
-
-
Qin, S.J.1
McAvoy, T.J.2
-
31
-
-
0000646059
-
Learning internal representations by error propagation
-
MIT Press, Cambridge, MA
-
Rumelhard D., G. Hinton and R. Williams, Learning internal representations by error propagation, In Parallel Distributed Processing (pp. 318-362). MIT Press, Cambridge, MA (1986).
-
(1986)
Parallel Distributed Processing
, pp. 318-362
-
-
Rumelhard, D.1
Hinton, G.2
Williams, R.3
-
32
-
-
0042569508
-
Pattern recognition in fermentation processes
-
Miami Beach
-
Stephanopoulos G. N. and H. Guterman, Pattern recognition in fermentation processes. In ACS Meeting, Miami Beach (1989).
-
(1989)
ACS Meeting
-
-
Stephanopoulos, G.N.1
Guterman, H.2
-
34
-
-
0000818474
-
Continum regression: Cross-validated sequentially constructed prediction embracing ordinary least squares, partial least squares and principal component regression
-
Stone M. and R. Brooks, Continum regression: cross-validated sequentially constructed prediction embracing ordinary least squares, partial least squares and principal component regression. J.R. Stat. Soc. Ser. B 52(2), 237-269 (1990).
-
(1990)
J.R. Stat. Soc. Ser. B
, vol.52
, Issue.2
, pp. 237-269
-
-
Stone, M.1
Brooks, R.2
-
35
-
-
0042569500
-
On the reduction of a biline quantic of the n th order to form of a sum of n products by a doubles orthogonal substitution
-
Sylvester J. J., On the reduction of a biline quantic of the n th order to form of a sum of n products by a doubles orthogonal substitution. Mess. Math. 19, 42-46 (1989).
-
(1989)
Mess. Math.
, vol.19
, pp. 42-46
-
-
Sylvester, J.J.1
-
36
-
-
0020205650
-
Approximate solutions for distillation rating and operating problems using the smoker equations
-
Tollver L. T. and R. C. Waggoner, Approximate solutions for distillation rating and operating problems using the smoker equations. Ind. Eng. Chem. Fundam. 21, 422-427 (1982).
-
(1982)
Ind. Eng. Chem. Fundam.
, vol.21
, pp. 422-427
-
-
Tollver, L.T.1
Waggoner, R.C.2
-
37
-
-
0001762424
-
Smooth regression analysis
-
Waston G. S., Smooth regression analysis. Sankhya, Ser. A, 26, 359-372 (1964).
-
(1964)
Sankhya, Ser. A
, vol.26
, pp. 359-372
-
-
Waston, G.S.1
-
39
-
-
0025514444
-
A theoretical basis for the use of principal component model for monitoring multivariate processes
-
Wise B. M., N. L. Ricker, D. J. Veltkamp and B. R. Kowalski, A theoretical basis for the use of principal component model for monitoring multivariate processes. Process Control Qual. 1(1), 41-45 (1992).
-
(1992)
Process Control Qual.
, vol.1
, Issue.1
, pp. 41-45
-
-
Wise, B.M.1
Ricker, N.L.2
Veltkamp, D.J.3
Kowalski, B.R.4
-
40
-
-
84951601886
-
Cross-validatory estimation of the number of principal components in factor and principal component analysis
-
Wold S., Cross-validatory estimation of the number of principal components in factor and principal component analysis. Technometrics 20, 397-405 (1978).
-
(1978)
Technometrics
, vol.20
, pp. 397-405
-
-
Wold, S.1
-
42
-
-
0026745682
-
Modified hebbian learning for curve and surface fitting
-
Xu L., E. Oja and C. Y. Suen, Modified hebbian learning for curve and surface fitting. Neural Networks 5, 441-457 (1992).
-
(1992)
Neural Networks
, vol.5
, pp. 441-457
-
-
Xu, L.1
Oja, E.2
Suen, C.Y.3
|