-
2
-
-
0016355478
-
A new look at the statistical model identification
-
Akaike, H. 1974, A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19, 716-723.
-
(1974)
IEEE Transactions on Automatic Control
, vol.19
, pp. 716-723
-
-
Akaike, H.1
-
3
-
-
0003802343
-
-
(Belmont, California, U.S.A: Wadsworth)
-
Breiman, L., Friedman, J. H., Olshen, R. A. and Stone, C. J., 1984, Classification and Regression Trees (Belmont, California, U.S.A: Wadsworth)
-
(1984)
Classification and Regression Trees
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
4
-
-
0028202380
-
High-dimensional approximation using an associative memory network
-
Bridgett, N. A., Brown, M., Harris, C. J., and Mills, D. J., 1994, High-dimensional approximation using an associative memory network. Proceedings of IEE Control’94, Vol. 2, pp. 1458-1465.
-
(1994)
Proceedings of IEE Control’94
, vol.2
, pp. 1458-1465
-
-
Bridgett, N.A.1
Brown, M.2
Harris, C.J.3
Mills, D.J.4
-
5
-
-
0028349582
-
A comparison of four methods for non-linear data modelling
-
Carlin, M., Kavli, T., and Lillekjendlie, B., 1994, A comparison of four methods for non-linear data modelling. Chemometrics and Intelligient Laboratory Systems, 23, 163-177.
-
(1994)
Chemometrics and Intelligient Laboratory Systems
, vol.23
, pp. 163-177
-
-
Carlin, M.1
Kavli, T.2
Lillekjendlie, B.3
-
6
-
-
0000085854
-
A course on empirical processes
-
Lectures notes in Mathematics, Berlin: Springer-Verlag
-
Dudley, R. M., 1984, A course on empirical processes. Ecole d’Eté de Probabilités de Saint-Flour XII-1982. Lectures notes in Mathematics, Vol. 1097 (Berlin: Springer-Verlag), pp. 1-142.
-
(1984)
Ecole d’Eté De Probabilités De Saint-Flour XII-1982
, vol.1097
, pp. 1-142
-
-
Dudley, R.M.1
-
7
-
-
0002432565
-
Multivariate adaptive regression splines
-
Friedman, J., 1991, Multivariate adaptive regression splines. The Annals of Statistics, 19, 1141.
-
(1991)
The Annals of Statistics
, vol.19
, pp. 1141
-
-
Friedman, J.1
-
8
-
-
0001942829
-
Neural networks and the bias/ variance dilemma
-
Geman, S. E., Bienenstock, E., and Doursat, R., 1992, Neural networks and the bias/ variance dilemma. Neural Computation, 4, 1-58.
-
(1992)
Neural Computation
, vol.4
, pp. 1-58
-
-
Geman, S.E.1
Bienenstock, E.2
Doursat, R.3
-
9
-
-
0002192516
-
Decision theoretic generalization of the PAC model for neural net and other learning applications
-
Haussler, D., 1992, Decision theoretic generalization of the PAC model for neural net and other learning applications. Information and Computation, 100, 78-150.
-
(1992)
Information and Computation
, vol.100
, pp. 78-150
-
-
Haussler, D.1
-
11
-
-
0030586607
-
Vapnik-Chervonenkis generalization bounds for real valued neural networks
-
Hole, a., 1996, Vapnik-Chervonenkis generalization bounds for real valued neural networks. Neural Computation, 8, 1277-1299.
-
(1996)
Neural Computation
, vol.8
, pp. 1277-1299
-
-
Hole, A.1
-
13
-
-
84947630316
-
ASMOD-an algorithm for adaptive spline modelling of observation data
-
Kavli, T, 1993, ASMOD-an algorithm for adaptive spline modelling of observation data. International Journal of Control, 58, 947-967.
-
(1993)
International Journal of Control
, vol.58
, pp. 947-967
-
-
Kavli, T.1
-
14
-
-
0342912093
-
On ASMOD-an algorithm for empirical modelling using spline functions
-
edited by K. J. Hunt, G. R. Irwin and K. Warwick, Advances in Industrial Control (Berlin: Springer-Verlag
-
Kavli, T., and Weyer, E., 1995, On ASMOD-an algorithm for empirical modelling using spline functions. Neural Network Engineering in Dynamic Control Systems, edited by K. J. Hunt, G. R. Irwin and K. Warwick, Advances in Industrial Control (Berlin: Springer-Verlag), pp. 83-104.
-
(1995)
Neural Network Engineering in Dynamic Control Systems
, pp. 83-104
-
-
Kavli, T.1
Weyer, E.2
-
15
-
-
0018021189
-
Convergence analysis of parametric identification methods
-
Lj ung, L., 1978, Convergence analysis of parametric identification methods. IEEE Transactions on Automatic Control, 23, 770-783
-
(1978)
IEEE Transactions on Automatic Control
, vol.23
, pp. 770-783
-
-
Lj Ung, L.1
-
17
-
-
0000672424
-
Fast learning in networks of locally tuned processing units
-
Moody, J., and Darken, C. J., 1989, Fast learning in networks of locally tuned processing units. Neural Computation, 1, 281-294.
-
(1989)
Neural Computation
, vol.1
, pp. 281-294
-
-
Moody, J.1
Darken, C.J.2
-
19
-
-
0018015137
-
Modelling by shortest data description
-
Rissanen, j., 1978, Modelling by shortest data description. Automatica, 14, 465-471.
-
(1978)
Automatica
, vol.14
, pp. 465-471
-
-
Rissanen, J.1
-
21
-
-
0030381996
-
A Framework for structural risk minimization
-
New York: ACM
-
Shawe-Taylor, J., Bartlett, P., Williamson, R. C., and Anthony, M., 1996, A Framework for structural risk minimization. Proceedings of the 9th Annual Conference on Computational Learning Theory (New York: ACM), pp. 68-76.
-
(1996)
Proceedings of the 9Th Annual Conference on Computational Learning Theory
, pp. 68-76
-
-
Shawe-Taylor, J.1
Bartlett, P.2
Williamson, R.C.3
Anthony, M.4
-
23
-
-
0346862811
-
The use of polynomial splines and their tensor products in multivariate function estimation
-
Stone, C. J., 1994, The use of polynomial splines and their tensor products in multivariate function estimation. Annals of Statistics, 22, pp. 118-184.
-
(1994)
Annals of Statistics
, vol.22
, pp. 118-184
-
-
Stone, C.J.1
-
26
-
-
84913705650
-
Inductive principles of the search for empirical dependences (Methods based on weak convergence of probability measures)
-
(San Mateo, California, U.S.A.: Morgan Kaufman)
-
Vapnik, V., 1989, Inductive principles of the search for empirical dependences (methods based on weak convergence of probability measures). Proceedings of the 2nd Workshop on Computational Learning Theory (San Mateo, California, U.S.A.: Morgan Kaufman).
-
(1989)
Proceedings of the 2Nd Workshop on Computational Learning Theory
-
-
Vapnik, V.1
-
27
-
-
0042621827
-
-
Ph.D. thesis, Norwegian Institute of Technology, Trondheim, Norway
-
Weyer, E., 1992, System identification in the behavioural framework. Ph.D. thesis, Norwegian Institute of Technology, Trondheim, Norway.
-
(1992)
System Identification in the Behavioural Framework.
-
-
Weyer, E.1
-
28
-
-
3943089174
-
-
Submitted for publication
-
Weyer, E., Williamson, R. C., and Mareels, I. M. Y., 1996, Finite sample complexity of stochastic least squares systems identification. Submitted for publication.
-
(1996)
Finite Sample Complexity of Stochastic Least Squares Systems Identification
-
-
Weyer, E.1
Williamson, R.C.2
Mareels, I.M.Y.3
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