-
1
-
-
36448938646
-
Handling uncertainties in toxicity modelling using a fuzzy filter
-
S. Kumar, M. Kumar, R. Stoll, and U. Kragl, "Handling uncertainties in toxicity modelling using a fuzzy filter," SAR QSAR Environ. Res., Vol. 18, no. 7/8, pp. 645-662, 2007.
-
(2007)
SAR QSAR Environ. Res
, vol.18
, Issue.7-8
, pp. 645-662
-
-
Kumar, S.1
Kumar, M.2
Stoll, R.3
Kragl, U.4
-
2
-
-
35348867437
-
Fuzzy evaluation of heart rate signals for mental stress assessment
-
Oct
-
M. Kumar, M. Weippert, R. Vilbrandt, S. Kreuzfeld, and R. Stoll, "Fuzzy evaluation of heart rate signals for mental stress assessment," IEEE Trans. Fuzzy Syst., Vol. 15, no. 5, pp. 791-808, Oct. 2007.
-
(2007)
IEEE Trans. Fuzzy Syst
, vol.15
, Issue.5
, pp. 791-808
-
-
Kumar, M.1
Weippert, M.2
Vilbrandt, R.3
Kreuzfeld, S.4
Stoll, R.5
-
3
-
-
57049104661
-
Fuzzy techniques for subjective workload score modelling under uncertainties
-
M. Kumar, D. Arndt, S. Kreuzfeld, K. Thurow, N. Stoll, and R. Stoll, "Fuzzy techniques for subjective workload score modelling under uncertainties," IEEE Trans. Syst., Man, Cybern. B, Cybern., Vol. 38, no. 6, pp. 1449-1464, 2008.
-
(2008)
IEEE Trans. Syst., Man, Cybern. B, Cybern
, vol.38
, Issue.6
, pp. 1449-1464
-
-
Kumar, M.1
Arndt, D.2
Kreuzfeld, S.3
Thurow, K.4
Stoll, N.5
Stoll, R.6
-
4
-
-
33645138933
-
A robust design criterion for interpretable fuzzy models with uncertain data
-
Apr
-
M. Kumar, R. Stoll, and N. Stoll, "A robust design criterion for interpretable fuzzy models with uncertain data," IEEE Trans. Fuzzy Syst., vol. 14, no. 2, pp. 314-328, Apr. 2006.
-
(2006)
IEEE Trans. Fuzzy Syst
, vol.14
, Issue.2
, pp. 314-328
-
-
Kumar, M.1
Stoll, R.2
Stoll, N.3
-
5
-
-
0028428006
-
A robust back propagation learning algorithm for function approximation
-
May
-
D. S. Chen and R. C. Jain, "A robust back propagation learning algorithm for function approximation," IEEE Trans. Neural Netw., vol. 5, no. 3, pp. 467-479, May 1994.
-
(1994)
IEEE Trans. Neural Netw
, vol.5
, Issue.3
, pp. 467-479
-
-
Chen, D.S.1
Jain, R.C.2
-
6
-
-
0031212001
-
Function approximation using fuzzy neural networks with robust learning algorithm
-
Sep
-
W. Y. Wang, T. T. Lee, C. L. Liu, and C. H. Wang, "Function approximation using fuzzy neural networks with robust learning algorithm," IEEE Trans. Syst., Man., Cybern. B, Cybern., Vol. 27, no. 4, pp. 740-747, Sep. 1997.
-
(1997)
IEEE Trans. Syst., Man., Cybern. B, Cybern
, vol.27
, Issue.4
, pp. 740-747
-
-
Wang, W.Y.1
Lee, T.T.2
Liu, C.L.3
Wang, C.H.4
-
7
-
-
0036397337
-
Regularized data-driven construction of fuzzy controllers
-
M. Burger, H. Engl, J. Haslinger, and U. Bodenhofer, "Regularized data-driven construction of fuzzy controllers," J. Inverse III-Posed Problems, vol. 10, pp. 319-344, 2002.
-
(2002)
J. Inverse III-Posed Problems
, vol.10
, pp. 319-344
-
-
Burger, M.1
Engl, H.2
Haslinger, J.3
Bodenhofer, U.4
-
8
-
-
3042549361
-
Fuzzy identification using fuzzy neural networks with stable learning algorithms
-
Jun
-
W. Yu and X. Li, "Fuzzy identification using fuzzy neural networks with stable learning algorithms," IEEE Trans. Fuzzy Syst., vol. 12, no. 3, pp. 411-420, Jun. 2004.
-
(2004)
IEEE Trans. Fuzzy Syst
, vol.12
, Issue.3
, pp. 411-420
-
-
Yu, W.1
Li, X.2
-
9
-
-
0030392248
-
Robust identification of Takagi-Sugeno-Kang fuzzy models using regularization
-
New Orleans, LA
-
T. Johansen, "Robust identification of Takagi-Sugeno-Kang fuzzy models using regularization," in Proc. IEEE Conf. Fuzzy Syst., New Orleans, LA, 1996, pp. 180-186.
-
(1996)
Proc. IEEE Conf. Fuzzy Syst
, pp. 180-186
-
-
Johansen, T.1
-
10
-
-
0742290017
-
Robust neurofuzzy rule base knowledge extraction and estimation using subspace decomposition combined with regularization and d-optimality
-
Feb
-
X. Hong, C. J. Harris, and S. Chen, "Robust neurofuzzy rule base knowledge extraction and estimation using subspace decomposition combined with regularization and d-optimality," IEEE Trans. Syst., Man., Cybern. B, Cybern., vol. 34, no. 1, pp. 598-608, Feb. 2004.
-
(2004)
IEEE Trans. Syst., Man., Cybern. B, Cybern
, vol.34
, Issue.1
, pp. 598-608
-
-
Hong, X.1
Harris, C.J.2
Chen, S.3
-
11
-
-
33645833678
-
A new approach to fuzzy modeling of nonlinear dynamic systems with noise: Relevance vector learning mechanism
-
Apr
-
J. Kim, Y. Suga, and S. Won, "A new approach to fuzzy modeling of nonlinear dynamic systems with noise: Relevance vector learning mechanism," IEEE Trans. Fuzzy Syst., vol. 14, no. 2, pp. 222-231, Apr. 2006.
-
(2006)
IEEE Trans. Fuzzy Syst
, vol.14
, Issue.2
, pp. 222-231
-
-
Kim, J.1
Suga, Y.2
Won, S.3
-
12
-
-
3543083288
-
Robust solution to fuzzy identification problem with uncertain data by regularization. Fuzzy approximation to physical fitness with real world medical data: An application
-
Mar
-
M. Kumar, R. Stoll, and N. Stoll, "Robust solution to fuzzy identification problem with uncertain data by regularization. Fuzzy approximation to physical fitness with real world medical data: An application," Fuzzy Optim. Decis. Making, vol. 3, no. 1, pp. 63-82, Mar. 2004.
-
(2004)
Fuzzy Optim. Decis. Making
, vol.3
, Issue.1
, pp. 63-82
-
-
Kumar, M.1
Stoll, R.2
Stoll, N.3
-
13
-
-
3543146584
-
Robust adaptive fuzzy identification of time-varying processes with uncertain data. Handling uncertainties in the physical fitness fuzzy approximation with real world medical data: An application
-
Sep
-
M. Kumar, R. Stoll, and N. Stoll, "Robust adaptive fuzzy identification of time-varying processes with uncertain data. Handling uncertainties in the physical fitness fuzzy approximation with real world medical data: An application," Fuzzy Optim. Decis. Making, vol. 2, pp. 243-259, Sep. 2003.
-
(2003)
Fuzzy Optim. Decis. Making
, vol.2
, pp. 243-259
-
-
Kumar, M.1
Stoll, R.2
Stoll, N.3
-
14
-
-
4043072827
-
Robust adaptive identification of fuzzy systems with uncertain data
-
Sep
-
M. Kumar, R. Stoll, and N. Stoll, "Robust adaptive identification of fuzzy systems with uncertain data," Fuzzy Optim. Decis. Making, vol. 3, no. 3, pp. 195-216, Sep. 2004.
-
(2004)
Fuzzy Optim. Decis. Making
, vol.3
, Issue.3
, pp. 195-216
-
-
Kumar, M.1
Stoll, R.2
Stoll, N.3
-
15
-
-
33645144033
-
An energy-gain bounding approach to robust fuzzy identification
-
May
-
M. Kumar, N. Stoll, and R. Stoll, "An energy-gain bounding approach to robust fuzzy identification," Automatica, vol. 42, no. 5, pp. 711-721, May 2006.
-
(2006)
Automatica
, vol.42
, Issue.5
, pp. 711-721
-
-
Kumar, M.1
Stoll, N.2
Stoll, R.3
-
16
-
-
33746844884
-
Deterministic approach to robust adaptive learning of fuzzy models
-
Aug
-
M. Kumar, R. Stoll, and N. Stoll, "Deterministic approach to robust adaptive learning of fuzzy models," IEEE Trans. Syst., Man., Cybern. B, Cybern., vol. 36, no. 4, pp. 767-780, Aug. 2006.
-
(2006)
IEEE Trans. Syst., Man., Cybern. B, Cybern
, vol.36
, Issue.4
, pp. 767-780
-
-
Kumar, M.1
Stoll, R.2
Stoll, N.3
-
17
-
-
0035503744
-
∞ fuzzy estimation for a class of nonlinear discrete-time dynamic systems
-
Nov
-
∞ fuzzy estimation for a class of nonlinear discrete-time dynamic systems," IEEE Trans. Signal Process., vol. 49, no. 11, pp. 2605-2619, Nov. 2001.
-
(2001)
IEEE Trans. Signal Process
, vol.49
, Issue.11
, pp. 2605-2619
-
-
Tseng, C.S.1
Chen, B.S.2
-
18
-
-
0242527254
-
∞ filtering for fuzzy dynamical systems with D stability constraints
-
Nov
-
∞ filtering for fuzzy dynamical systems with D stability constraints," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 50, no. 11, pp. 1503-1508, Nov. 2003.
-
(2003)
IEEE Trans. Circuits Syst. I, Fundam. Theory Appl
, vol.50
, Issue.11
, pp. 1503-1508
-
-
Nguang, S.K.1
Assawinchaichote, W.2
-
19
-
-
42549130453
-
Approaches to robust filtering design of discrete time fuzzy dynamic systems
-
Apr
-
G. Feng, M. Chen, D. Sun, and T. Zhang, "Approaches to robust filtering design of discrete time fuzzy dynamic systems," IEEE Trans. Fuzzy Syst., vol. 16, no. 2, pp. 331-340, Apr. 2008.
-
(2008)
IEEE Trans. Fuzzy Syst
, vol.16
, Issue.2
, pp. 331-340
-
-
Feng, G.1
Chen, M.2
Sun, D.3
Zhang, T.4
-
20
-
-
0037863109
-
∞ filters for equalization designs of nonlinear communication systems: Fuzzy interpolation approach
-
Jun
-
∞ filters for equalization designs of nonlinear communication systems: Fuzzy interpolation approach," IEEE Trans. Fuzzy Syst., vol. 11, no. 3, pp. 384-398, Jun. 2003.
-
(2003)
IEEE Trans. Fuzzy Syst
, vol.11
, Issue.3
, pp. 384-398
-
-
Chen, B.S.1
Tsai, C.L.2
Chen, D.S.3
-
21
-
-
68849109187
-
Adaptive fuzzy filtering in a deterministic setting
-
to be published
-
M. Kumar, N. Stoll, and R. Stoll, "Adaptive fuzzy filtering in a deterministic setting," IEEE Trans. Fuzzy Syst., to be published.
-
IEEE Trans. Fuzzy Syst
-
-
Kumar, M.1
Stoll, N.2
Stoll, R.3
-
22
-
-
0015615984
-
Optimal stochastic linear systems with exponential performance criteria and their relation to deterministic games
-
Apr
-
D. H. Jacobson, "Optimal stochastic linear systems with exponential performance criteria and their relation to deterministic games," IEEE Trans. Autom. Control, vol. AC-18, no. 2, pp. 124-131, Apr. 1973.
-
(1973)
IEEE Trans. Autom. Control
, vol.AC-18
, Issue.2
, pp. 124-131
-
-
Jacobson, D.H.1
-
23
-
-
0001667951
-
Risk-sensitive LQG control
-
P. Whittle, "Risk-sensitive LQG control," Adv. Appl. Probab., vol. 13, pp. 764-777, 1981.
-
(1981)
Adv. Appl. Probab
, vol.13
, pp. 764-777
-
-
Whittle, P.1
-
24
-
-
0002183929
-
Optimal stochastic estimation with exponential cost criteria
-
Tucson, AZ, Dec
-
J. L. Speyer, C. Fan, and R. N. Banavar, "Optimal stochastic estimation with exponential cost criteria," in Proc. 31st Conf. Decis. Control Tucson, AZ, Dec. 1992, pp. 2293-2298.
-
(1992)
Proc. 31st Conf. Decis. Control
, pp. 2293-2298
-
-
Speyer, J.L.1
Fan, C.2
Banavar, R.N.3
-
25
-
-
0031272804
-
Risk-sensitive filtering and smoothing via reference probability methods
-
Nov
-
S. Dey and J. B. Moore, "Risk-sensitive filtering and smoothing via reference probability methods," IEEE Trans. Autom. Control, vol. 42, no. 11, pp. 1587-1591, Nov. 1997.
-
(1997)
IEEE Trans. Autom. Control
, vol.42
, Issue.11
, pp. 1587-1591
-
-
Dey, S.1
Moore, J.B.2
-
26
-
-
0032626127
-
Finite-dimensional risk-sensitive filters and smoothers for discrete-time nonlinear systems
-
Jun
-
S. Dey and J. B. Moore, "Finite-dimensional risk-sensitive filters and smoothers for discrete-time nonlinear systems," IEEE Trans. Autom. Control, vol. 44, no. 6, pp. 1234-1239, Jun. 1999.
-
(1999)
IEEE Trans. Autom. Control
, vol.44
, Issue.6
, pp. 1234-1239
-
-
Dey, S.1
Moore, J.B.2
-
27
-
-
0036493687
-
Robustness and risk-sensitive filtering
-
Mar
-
R. K. Boel, M. R. James, and I. R. Petersen, "Robustness and risk-sensitive filtering," IEEE Trans. Autom. Control, vol. 47, no. 3, pp. 451-461, Mar. 2002.
-
(2002)
IEEE Trans. Autom. Control
, vol.47
, Issue.3
, pp. 451-461
-
-
Boel, R.K.1
James, M.R.2
Petersen, I.R.3
-
28
-
-
0030777030
-
Risk-sensitive generalizations of minimum variance estimation and control
-
J. B. Moore, R. J. Elliott, and S. Dey, "Risk-sensitive generalizations of minimum variance estimation and control," J. Math. Syst., Estimation, Control, vol. 7, no. 1, pp. 1-15, 1997.
-
(1997)
J. Math. Syst., Estimation, Control
, vol.7
, Issue.1
, pp. 1-15
-
-
Moore, J.B.1
Elliott, R.J.2
Dey, S.3
-
29
-
-
0029732539
-
Linear estimation in Krein spaces - Part II: Applications
-
Jan
-
B. Hassibi, A. H. Sayed, and T. Kailath, "Linear estimation in Krein spaces - Part II: Applications," IEEE Trans. Autom. Control, vol. 41, no. 1, pp. 34-49, Jan. 1996.
-
(1996)
IEEE Trans. Autom. Control
, vol.41
, Issue.1
, pp. 34-49
-
-
Hassibi, B.1
Sayed, A.H.2
Kailath, T.3
-
30
-
-
0029753901
-
Linear estimation in Krein spaces - Part 1: Theory
-
Jan
-
B. Hassibi, A. H. Sayed, and T. Kailath, "Linear estimation in Krein spaces - Part 1: Theory," IEEE Trans. Autom. Control, vol. 41, no. 1, pp. 18-33, Jan. 1996.
-
(1996)
IEEE Trans. Autom. Control
, vol.41
, Issue.1
, pp. 18-33
-
-
Hassibi, B.1
Sayed, A.H.2
Kailath, T.3
-
32
-
-
0035370502
-
Input-to-state stability for discrete-time nonlinear systems
-
Z. P. Jiang and Y. Wang, "Input-to-state stability for discrete-time nonlinear systems," Automatica, vol. 37, no. 6, pp. 857-869, 2001.
-
(2001)
Automatica
, vol.37
, Issue.6
, pp. 857-869
-
-
Jiang, Z.P.1
Wang, Y.2
-
33
-
-
0035249095
-
∞ bounds for least-squares estimators
-
Feb
-
∞ bounds for least-squares estimators," IEEE Trans. Autom. Control, vol. 46, no. 2, pp. 309-314, Feb. 2001.
-
(2001)
IEEE Trans. Autom. Control
, vol.46
, Issue.2
, pp. 309-314
-
-
Hassibi, B.1
Kailath, T.2
-
34
-
-
0024085053
-
∞-norm bound and relations to risk sensitivity
-
∞-norm bound and relations to risk sensitivity," Syst. Control Lett., vol. 11, pp. 167-172, 1988.
-
(1988)
Syst. Control Lett
, vol.11
, pp. 167-172
-
-
Glover, K.1
Doyle, J.C.2
-
35
-
-
0030080981
-
∞ optimality of the LMS algorithm
-
Feb
-
∞ optimality of the LMS algorithm," IEEE Trans. Signal Process., vol. 44, no. 2, pp. 267-280, Feb. 1996.
-
(1996)
IEEE Trans. Signal Process
, vol.44
, Issue.2
, pp. 267-280
-
-
Hassibi, B.1
Sayed, A.H.2
Kailath, T.3
-
37
-
-
0003807773
-
-
3rd ed. Englewood Cliffs, NJ: Prentice-Hall
-
S. Haykin, Adaptive Filter Theory, 3rd ed. Englewood Cliffs, NJ: Prentice-Hall, 1996.
-
(1996)
Adaptive Filter Theory
-
-
Haykin, S.1
-
38
-
-
2942624269
-
Fuzzy identification from a grey box modeling point of view
-
H. Hellendoorn and D. Driankov, Eds. Berlin, Germany: Springer-Verlag
-
P. Lindskog, "Fuzzy identification from a grey box modeling point of view," in Fuzzy Model Identification: Selected Approaches, H. Hellendoorn and D. Driankov, Eds. Berlin, Germany: Springer-Verlag, 1997.
-
(1997)
Fuzzy Model Identification: Selected Approaches
-
-
Lindskog, P.1
-
39
-
-
3543138233
-
Regularized adaptation of fuzzy inference systems. Modelling the opinion of a medical expert about physical fitness: An application
-
Dec
-
M. Kumar, R. Stoll, and N. Stoll, "Regularized adaptation of fuzzy inference systems. Modelling the opinion of a medical expert about physical fitness: An application," Fuzzy Optim. Decis. Making, vol. 2, pp. 317-336, Dec. 2003.
-
(2003)
Fuzzy Optim. Decis. Making
, vol.2
, pp. 317-336
-
-
Kumar, M.1
Stoll, R.2
Stoll, N.3
|