-
1
-
-
0001576305
-
Local false nearest neighbours and dynamical dimensions from observed chaotic data
-
Abarbanel, H. D., and Kennel, M. B., 1993, Local false nearest neighbours and dynamical dimensions from observed chaotic data. Physical Review E, 47, 3057-3068.
-
(1993)
Physical Review E
, vol.47
, pp. 3057-3068
-
-
Abarbanel, H.D.1
Kennel, M.B.2
-
2
-
-
0019610283
-
Generic observability of differentiable systems
-
Aeyels, D., 1981, Generic observability of differentiable systems. SIAM Journal on Control and Optimization, 19, 595-603.
-
(1981)
SIAM Journal on Control and Optimization
, vol.19
, pp. 595-603
-
-
Aeyels, D.1
-
3
-
-
0001176372
-
Linear inverse problems with discrete data. I: General formulation and singular system analysis
-
Bertero, M., De Mol, C., and Pike, E., 1985, Linear inverse problems with discrete data. I: General formulation and singular system analysis. Inverse Problems, 1, 301-330.
-
(1985)
Inverse Problems
, vol.1
, pp. 301-330
-
-
Bertero, M.1
De Mol, C.2
Pike, E.3
-
4
-
-
34249988665
-
Extracting qualitative dynamics from experimental data
-
Broomhead, D., and King, G. P., 1986, Extracting qualitative dynamics from experimental data. Physica D, 20, 217-236.
-
(1986)
Physica D
, vol.20
, pp. 217-236
-
-
Broomhead, D.1
King, G.P.2
-
5
-
-
44949273552
-
State space reconstruction in the presence of noise
-
Casdagli, M., Eubank, S., Farmer, J. D., and Gibson, J., 1991, State space reconstruction in the presence of noise. Physica D, 51, 52-98.
-
(1991)
Physica D
, vol.51
, pp. 52-98
-
-
Casdagli, M.1
Eubank, S.2
Farmer, J.D.3
Gibson, J.4
-
6
-
-
0003043646
-
Exploring the continuum between deterministic and stochastic modeling
-
In A. Weigend and N. Gershenfeld (eds); (Reading: Addison-Wesley)
-
Casdagli, M. C., and Weigend, A. S., 1993, Exploring the continuum between deterministic and stochastic modeling. In A. Weigend and N. Gershenfeld (eds), Time Series Prediction: Forecasting the Future and Understanding the Past (Reading: Addison-Wesley), pp. 347-369.
-
(1993)
Time Series Prediction: Forecasting the Future and Understanding the Past
, pp. 347-369
-
-
Casdagli, M.C.1
Weigend, A.S.2
-
7
-
-
84954943722
-
Neural networks for nonlinear dynamic system modeling and identification
-
Chen, S., and Billings, S., 1992, Neural networks for nonlinear dynamic system modeling and identification. International Journal of Control, 56, 319-346.
-
(1992)
International Journal of Control
, vol.56
, pp. 319-346
-
-
Chen, S.1
Billings, S.2
-
9
-
-
0024627335
-
Information and entropy in strange attractors
-
Fraser, A. M., 1989, Information and entropy in strange attractors. IEEE Transactions on Information Theory, 35, 245-262.
-
(1989)
IEEE Transactions on Information Theory
, vol.35
, pp. 245-262
-
-
Fraser, A.M.1
-
10
-
-
34548696055
-
Independent coordinates for strange attractors from mutual information
-
Fraser, A. M., and Swinney, H. L., 1986, Independent coordinates for strange attractors from mutual information. Physical Review A, 33, 1134-1140.
-
(1986)
Physical Review A
, vol.33
, pp. 1134-1140
-
-
Fraser, A.M.1
Swinney, H.L.2
-
11
-
-
0003424741
-
Bayesian Gaussian processes for regression and classification
-
PhD thesis, University of Cambridge
-
Gibbs, M. N., 1997, Bayesian Gaussian processes for regression and classification. PhD thesis, University of Cambridge.
-
(1997)
-
-
Gibbs, M.N.1
-
12
-
-
0003856268
-
-
(Singapore: World Scientific)
-
Harris, C., Moore, C., and Brown, M., 1993, Intelligent Control: Aspects of Fuzzy Logic and Neural Nets (Singapore: World Scientific).
-
(1993)
Intelligent Control: Aspects of Fuzzy Logic and Neural Nets
-
-
Harris, C.1
Moore, C.2
Brown, M.3
-
14
-
-
0015125548
-
RKHS approach to detection and estimation problems - Part I: Deterministic signals in Gaussian noise
-
Kailath, T., 1971, RKHS approach to detection and estimation problems - Part I: Deterministic signals in Gaussian noise. IEEE Transactions on Information Theory IT, 17, 530-549.
-
(1971)
IEEE Transactions on Information Theory IT
, vol.17
, pp. 530-549
-
-
Kailath, T.1
-
15
-
-
0000383132
-
Mathematical description of linear dynamical systems
-
Kalman, R. E., 1963, Mathematical description of linear dynamical systems. SIAM Journal on Control Series A, 1, 152-192.
-
(1963)
SIAM Journal on Control Series A
, vol.1
, pp. 152-192
-
-
Kalman, R.E.1
-
16
-
-
0000062618
-
Chaotic time series part I: Estimation of some invariant properties in state space
-
Kugiumtzis, D., Lillekjendlie, B., and Christophersen, N., 1994, Chaotic time series part I: Estimation of some invariant properties in state space. Modeling, Identification and Control, 15, 205-224.
-
(1994)
Modeling, Identification and Control
, vol.15
, pp. 205-224
-
-
Kugiumtzis, D.1
Lillekjendlie, B.2
Christophersen, N.3
-
17
-
-
0022011031
-
Input-output parametric models for non-linear systems part I: Deterministic non-linear systems
-
Leontaritis, I., and Billings, S., 1985a, Input-output parametric models for non-linear systems part I: Deterministic non-linear systems. International Journal of Control, 41, 303-328.
-
(1985)
International Journal of Control
, vol.41
, pp. 303-328
-
-
Leontaritis, I.1
Billings, S.2
-
18
-
-
0022011215
-
Input-output parametric models for non-linear systems part II: Stochastic non-linear systems
-
Leontaritis, I., and Billings, S., 1985b, Input-output parametric models for non-linear systems part II: Stochastic non-linear systems. International Journal of Control, 41, 329-344.
-
(1985)
International Journal of Control
, vol.41
, pp. 329-344
-
-
Leontaritis, I.1
Billings, S.2
-
19
-
-
0002941010
-
Support vector machines for dynamic reconstruction of a chaotic system
-
Im B. Schölkopf, C. J. Burges and A. J. Smola (eds); (Cambridge, MA: MIT Press)
-
Mattera, D., and Haykin, S., 1999, Support vector machines for dynamic reconstruction of a chaotic system. In B. Schölkopf, C. J. Burges and A. J. Smola (eds), Advances in Kernel Methods: Support Vector Learning (Cambridge, MA: MIT Press), pp. 211-241.
-
(1999)
Advances in Kernel Methods: Support Vector Learning
, pp. 211-241
-
-
Mattera, D.1
Haykin, S.2
-
20
-
-
35949021230
-
Geometry from a time series
-
Packard, N., Crutchfield, J., Farmer, J., and Shaw, R., 1980, Geometry from a time series. Physical Review Letters, 45, 712-716.
-
(1980)
Physical Review Letters
, vol.45
, pp. 712-716
-
-
Packard, N.1
Crutchfield, J.2
Farmer, J.3
Shaw, R.4
-
21
-
-
0001413362
-
Identifying and quantifying chaos by using information-theoretic functionals
-
In A. Weigend and N. Gershenfeld (eds); (Reading: Addison-Wesley)
-
Palus, M., 1993, Identifying and quantifying chaos by using information-theoretic functionals. In A. Weigend and N. Gershenfeld (eds), Time Series Prediction: Forecasting the Future and Understanding the Past, (Reading: Addison-Wesley), pp. 387-413.
-
(1993)
Time Series Prediction: Forecasting the Future and Understanding the Past
, pp. 387-413
-
-
Palus, M.1
-
22
-
-
0000461110
-
An approach to time series analysis
-
Parzen, E., 1961, An approach to time series analysis. Annals of Mathematical Statistics, 32, 951-989.
-
(1961)
Annals of Mathematical Statistics
, vol.32
, pp. 951-989
-
-
Parzen, E.1
-
23
-
-
0004161838
-
-
(Cambridge: Cambridge University Press)
-
Press, W. H., Teukolsky, S. A., Vetterling, W. T., and Flannery, B. P., 1992, Numerical Recipes in C: The Art of Scientific Computing, 2nd edn (Cambridge: Cambridge University Press).
-
(1992)
Numerical Recipes in C: The Art of Scientific Computing, 2nd Edn
-
-
Press, W.H.1
Teukolsky, S.A.2
Vetterling, W.T.3
Flannery, B.P.4
-
25
-
-
84986817195
-
State-dependent models: A general approach to non-linear time series analysis
-
Priestley, M. B., 1980, State-dependent models: A general approach to non-linear time series analysis. Journal of Time Series Analysis, 1, 47-71.
-
(1980)
Journal of Time Series Analysis
, vol.1
, pp. 47-71
-
-
Priestley, M.B.1
-
26
-
-
0000497094
-
Time series prediction by using delay coordinate embedding
-
In A. Weigend and N. Gershenfeld (eds); (Reading: Addison-Wesley)
-
Sauer, T., 1993, Time series prediction by using delay coordinate embedding. In A. Weigend and N. Gershenfeld (eds), Time Series Prediction: Forecasting the Future and Understanding the Past (Reading: Addison-Wesley), pp. 175-193.
-
(1993)
Time Series Prediction: Forecasting the Future and Understanding the Past
, pp. 175-193
-
-
Sauer, T.1
-
27
-
-
33751278790
-
Embedology
-
Sauer, T., Yorke, J. A., and Casdagli, M., 1991, Embedology. Journal of Statistical Physics, 65, 579-616.
-
(1991)
Journal of Statistical Physics
, vol.65
, pp. 579-616
-
-
Sauer, T.1
Yorke, J.A.2
Casdagli, M.3
-
28
-
-
0004094721
-
Learning with kernels
-
PhD thesis, Informatik der Technischen Universitat Berlin
-
Smola, A. J., 1998, Learning with kernels. PhD thesis, Informatik der Technischen Universitat Berlin.
-
(1998)
-
-
Smola, A.J.1
-
30
-
-
0032821057
-
RKHS-based functional analysis for exact incremental learning
-
Vijayakumar. S., and Ogawa, H., 1999, RKHS-based functional analysis for exact incremental learning. Neurocomputing, 29, 85-113.
-
(1999)
Neurocomputing
, vol.29
, pp. 85-113
-
-
Vijayakumar, S.1
Ogawa, H.2
-
32
-
-
0000358422
-
Time series prediction using a connectionist network with internal delay lines
-
In A. Weigend and N. Gershenfeld (eds); (Reading: Addison-Wesley)
-
Wan, E., 1993, Time series prediction using a connectionist network with internal delay lines. In A. Weigend and N. Gershenfeld (eds), Times Series Prediction: Forecasting the Future and Understanding the Past. (Reading: Addison-Wesley), pp. 195-217.
-
(1993)
Times Series Prediction: Forecasting the Future and Understanding the Past
, pp. 195-217
-
-
Wan, E.1
-
33
-
-
4243381633
-
Time series analysis and prediction
-
Technical Report, Department of Computer Science and Institute of Cognitive Science, University of Colorado
-
Weigend, A. S., 1994, Time series analysis and prediction. Technical Report, Department of Computer Science and Institute of Cognitive Science, University of Colorado.
-
(1994)
-
-
Weigend, A.S.1
-
35
-
-
0003017575
-
Prediction with Gaussian processes: From linear regression to linear prediction and beyond
-
In M. Jordan (ed.); (Cambridge, MA: The MIT Press)
-
Williams C., 1999, Prediction with Gaussian processes: from linear regression to linear prediction and beyond. In M. Jordan (ed.), Learning in Graphical Models. (Cambridge, MA: The MIT Press), pp. 599-621.
-
(1999)
Learning in Graphical Models
, pp. 599-621
-
-
Williams, C.1
-
36
-
-
0000246757
-
Time variable and state dependent modelling of non-stationary and nonlinear time series
-
In T. S. Rao (ed.); (London: Chapman & Hall)
-
Young, P., 1993, Time variable and state dependent modelling of non-stationary and nonlinear time series. In T. S. Rao (ed.), Developments in Time Series Analysis. (London: Chapman & Hall), pp. 374-413.
-
(1993)
Developments in Time Series Analysis
, pp. 374-413
-
-
Young, P.1
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