-
1
-
-
0029326197
-
Intelligent learning control
-
Jun
-
P. J. Antsaklis, "Intelligent learning control," IEEE Control Syst. Mag., vol. 15, no. 3, pp. 5-7, Jun. 1995
-
(1995)
IEEE Control Syst. Mag
, vol.15
, Issue.3
, pp. 5-7
-
-
Antsaklis, P.J.1
-
2
-
-
26444553302
-
Learning control systems
-
K M. Passino and P. J. Antsaklis, Eds. Norwell, MA, USA Kluwer
-
J. Farrell and W. Baker, "Learning control systems," in An Introduction to Intelligent and Autonomous Control Systems, K. M. Passino and P. J. Antsaklis, Eds. Norwell, MA, USA: Kluwer, 1993, pp. 237-262
-
(1993)
An Introduction to Intelligent and Autonomous Control Systems
, pp. 237-262
-
-
Farrell, J.1
Baker, W.2
-
3
-
-
3743078899
-
Learning systems for automatic control
-
Jan
-
J. Sklansky, "Learning systems for automatic control," IEEE Trans. Autom. Control, vol. 11, no. 1, pp. 6-19, Jan. 1966
-
(1966)
IEEE Trans. Autom. Control
, vol.11
, Issue.1
, pp. 6-19
-
-
Sklansky, J.1
-
4
-
-
0014765707
-
Learning control systems-Review and outlook
-
Apr
-
K. S. Fu, "Learning control systems-Review and outlook," IEEE Trans. Autom. Control, vol. 15, no. 2, pp. 210-221, Apr. 1970
-
(1970)
IEEE Trans. Autom. Control
, vol.15
, Issue.2
, pp. 210-221
-
-
Fu, K.S.1
-
6
-
-
85032751446
-
Bootstrap inspired techniques in computational intelligence: Ensemble of classifiers, incremental learning, data fusion and missing features
-
Jul
-
R. Polikar, "Bootstrap inspired techniques in computational intelligence: Ensemble of classifiers, incremental learning, data fusion and missing features," IEEE Signal Process. Mag., vol. 24, no. 4, pp. 59-72, Jul. 2007
-
(2007)
IEEE Signal Process. Mag
, vol.24
, Issue.4
, pp. 59-72
-
-
Polikar, R.1
-
7
-
-
35348907876
-
Dynamic integration of classifiers for handling concept drift
-
DOI 10.1016/j.inffus.2006.11.002, PII S1566253506001138, Applications of Ensemble Methods
-
A. Tsymbal, M. Pechenizkiy, P. Cunningham, and S. Puuronen, "Dynamic integration of classifiers for handling concept drift," Inf. Fusion, vol. 9, no. 1, pp. 56-68, 2008 (Pubitemid 47589061)
-
(2008)
Information Fusion
, vol.9
, Issue.1
, pp. 56-68
-
-
Tsymbal, A.1
Pechenizkiy, M.2
Cunningham, P.3
Puuronen, S.4
-
8
-
-
80053634784
-
Incremental learning of concept drift in nonstationary environments
-
Oct.
-
R. Elwell and R. Polikar, "Incremental learning of concept drift in nonstationary environments," IEEE Trans. Neural Netw., vol. 22, no. 10, pp. 1517-1531, Oct. 2011
-
(2011)
IEEE Trans. Neural Netw
, vol.22
, Issue.10
, pp. 1517-1531
-
-
Elwell, R.1
Polikar, R.2
-
9
-
-
79952737601
-
Toward incremental learning of nonstationary imbalanced data stream: A multiple selectively recursive approach
-
S. Chen and H. He, "Toward incremental learning of nonstationary imbalanced data stream: A multiple selectively recursive approach," Evolv. Syst., vol. 2, no. 1, pp. 35-50, 2011
-
(2011)
Evolv. Syst
, vol.2
, Issue.1
, pp. 35-50
-
-
Chen, S.1
He, H.2
-
10
-
-
48949116228
-
Just-in-time adaptive classifiers-Part I: Detecting nonstationary changes
-
Jul
-
C. Alippi and M. Roveri, "Just-in-time adaptive classifiers-Part I: Detecting nonstationary changes," IEEE Trans. Neural Netw., vol. 19, no. 7, pp. 1145-1153, Jul. 2008
-
(2008)
IEEE Trans. Neural Netw
, vol.19
, Issue.7
, pp. 1145-1153
-
-
Alippi, C.1
Roveri, M.2
-
11
-
-
80053627320
-
Adaptive learning and mining for data streams and frequent patterns
-
Ph.D. dissertation Univ. Politecnica de Catalunya, Barcelona, Spain
-
A. Bifet, "Adaptive learning and mining for data streams and frequent patterns," Ph.D. dissertation, Dept. de Llenguatges i Sistemes Informatics, Univ. Politecnica de Catalunya, Barcelona, Spain, 2009
-
(2009)
Dept. de Llenguatges i Sistemes Informatics
-
-
Bifet, A.1
-
12
-
-
80052421217
-
Active learning with evolving streaming data
-
D. Gunopulos, T. Hofmann, D. Malerba, and M. Vazirgiannis, Eds. Berlin, Germany: Springer-Verlag
-
I. Zliobait?e, A. Bifet, B. Pfahringer, and G. Holmes, "Active learning with evolving streaming data," in Machine Learning and Knowledge Discovery in Databases, D. Gunopulos, T. Hofmann, D. Malerba, and M. Vazirgiannis, Eds. Berlin, Germany: Springer-Verlag, 2011, pp. 597-612
-
(2011)
Machine Learning and Knowledge Discovery in Databases
, pp. 597-612
-
-
Zliobaite, I.1
Bifet, A.2
Pfahringer, B.3
Holmes, G.4
-
13
-
-
33144454972
-
Learning from neural control
-
DOI 10.1109/TNN.2005.860843
-
C. Wang and D. J. Hill, "Learning from neural control," IEEE Trans. Neural Netw., vol. 17, no. 1, pp. 130-146, Jan. 2006 (Pubitemid 43263946)
-
(2006)
IEEE Transactions on Neural Networks
, vol.17
, Issue.1
, pp. 130-146
-
-
Wang, C.1
Hill, D.J.2
-
14
-
-
67650240562
-
-
Boca Raton, FL, USA CRC Press
-
C. Wang and D. J. Hill, Deterministic Learning Theory for Identification, Recognition, and Control. Boca Raton, FL, USA: CRC Press, 2009
-
(2009)
Deterministic Learning Theory for Identification, Recognition, and Control
-
-
Wang, C.1
Hill, D.J.2
-
15
-
-
0003853096
-
-
Englewood Cliffs, NJ, USA Prentice-Hall
-
S. Sastry and M. Bodson, Adaptive Control: Stability, Convergence, and Robustness. Englewood Cliffs, NJ, USA: Prentice-Hall, 1989
-
(1989)
Adaptive Control: Stability, Convergence, and Robustness
-
-
Sastry, S.1
Bodson, M.2
-
17
-
-
0026954302
-
Gaussian networks for direct adaptive control
-
Nov
-
R. M. Sanner and J. J. E. Slotine, "Gaussian networks for direct adaptive control," IEEE Trans. Neural Netw., vol. 3, no. 6, pp. 837-863, Nov. 1992
-
(1992)
IEEE Trans. Neural Netw
, vol.3
, Issue.6
, pp. 837-863
-
-
Sanner, R.M.1
Slotine, J.J.E.2
-
18
-
-
67650257194
-
Learning from neural control of nonlinear systems in normal form
-
T. Liu, C. Wang, and D. J. Hill, "Learning from neural control of nonlinear systems in normal form," Syst. Control Lett., vol. 58, no. 9, pp. 633-638, 2009
-
(2009)
Syst. Control Lett
, vol.58
, Issue.9
, pp. 633-638
-
-
Liu, T.1
Wang, C.2
Hill, D.J.3
-
19
-
-
84876914295
-
Learning from ISS-modular adaptive NN control of nonlinear strict-feedback systems
-
Oct.
-
C. Wang, M. Wang, T. Liu, and D. J. Hill, "Learning from ISS-modular adaptive NN control of nonlinear strict-feedback systems," IEEE Trans. Neural Netw. Learn. Syst., vol. 23, no. 10, pp. 1539-1550, Oct. 2012
-
(2012)
IEEE Trans. Neural Netw. Learn. Syst
, vol.23
, Issue.10
, pp. 1539-1550
-
-
Wang, C.1
Wang, M.2
Liu, T.3
Hill, D.J.4
-
20
-
-
80053942056
-
Persistency of excitation and performance of deterministic learning
-
C. Yuan and C. Wang, "Persistency of excitation and performance of deterministic learning," Syst. Control Lett., vol. 60, no. 12, pp. 952-959, 2011
-
(2011)
Syst. Control Lett
, vol.60
, Issue.12
, pp. 952-959
-
-
Yuan, C.1
Wang, C.2
-
21
-
-
34248644355
-
Deterministic learning and rapid dynamical pattern recognition
-
DOI 10.1109/TNN.2006.889496
-
C. Wang and D. J. Hill, "Deterministic learning and rapid dynamical pattern recognition," IEEE Trans. Neural Netw., vol. 18, no. 3, pp. 617-630, May 2007 (Pubitemid 46773732)
-
(2007)
IEEE Transactions on Neural Networks
, vol.18
, Issue.3
, pp. 617-630
-
-
Wang, C.1
Hill, D.J.2
-
22
-
-
80051551419
-
Rapid detection of small oscillation faults via deterministic learning
-
Aug.
-
C. Wang and T. Chen, "Rapid detection of small oscillation faults via deterministic learning," IEEE Trans. Neural Netw., vol. 22, no. 8, pp. 1284-1296, Aug. 2011
-
(2011)
IEEE Trans. Neural Netw
, vol.22
, Issue.8
, pp. 1284-1296
-
-
Wang, C.1
Chen, T.2
-
23
-
-
84867972978
-
Identification and learning control of ocean surface ship using neural networks
-
Nov.
-
S.-L. Dai, C. Wang, and F. Luo, "Identification and learning control of ocean surface ship using neural networks," IEEE Trans. Ind. Informat., vol. 8, no. 4, pp. 801-810, Nov. 2012
-
(2012)
IEEE Trans. Ind. Informat
, vol.8
, Issue.4
, pp. 801-810
-
-
Dai, S.-L.1
Wang, C.2
Luo, F.3
-
24
-
-
0033280267
-
Adaptive neural network control of nonlinear systems by state and output feedback
-
DOI 10.1109/3477.809035
-
S. S. Ge, C. C. Hang, and T. Zhang, "Adaptive neural network control of nonlinear systems by state and output feedback," IEEE Trans. Syst., Man, Cybern., B, Cybern., vol. 29, no. 6, pp. 818-828, Dec. 1999 (Pubitemid 32211618)
-
(1999)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
, vol.29
, Issue.6
, pp. 818-828
-
-
Ge, S.S.1
Hang, C.C.2
Zhang, T.3
-
25
-
-
0030108041
-
Multilayer neural-net robot controller with guaranteed tracking performance
-
PII S1045922796001622
-
F. L. Lewis, A. Yegildirek, and K. Liu, "Multilayer neural-net robot controller with guaranteed tracking performance," IEEE Trans. Neural Netw., vol. 7, no. 2, pp. 388-399, Mar. 1996 (Pubitemid 126774431)
-
(1996)
IEEE Transactions on Neural Networks
, vol.7
, Issue.2
, pp. 388-399
-
-
Lewis, F.L.1
Yesildirek, A.2
Liu, K.3
-
26
-
-
0003816483
-
-
Norwell, MA, USA Kluwer
-
S. S. Ge, C. C. Hang, T. H. Lee, and T. Zhang, Stable Adaptive Neural Network Control. Norwell, MA, USA: Kluwer, 2001
-
(2001)
Stable Adaptive Neural Network Control
-
-
Ge, S.S.1
Hang, C.C.2
Lee, T.H.3
Zhang, T.4
-
27
-
-
0036532889
-
Adaptive NN control of uncertain nonlinear pure-feedback systems
-
DOI 10.1016/S0005-1098(01)00254-0, PII S0005109801002540
-
S. S. Ge and C. Wang, "Adaptive NN control of uncertain nonlinear pure-feedback systems," Automatica, vol. 38, no. 4, pp. 671-682, 2002 (Pubitemid 34141010)
-
(2002)
Automatica
, vol.38
, Issue.4
, pp. 671-682
-
-
Ge, S.S.1
Wang, C.2
-
28
-
-
0036681151
-
Adaptive neural network control for a class of uncertain nonlinear systems in pure-feedback form
-
DOI 10.1016/S0005-1098(02)00034-1, PII S0005109802000341
-
D. Wang and J. Huang, "Adaptive neural network control for a class of uncertain nonlinear systems in pure-feedback form," Automatica, vol. 38, no. 8, pp. 1365-1372, 2002 (Pubitemid 34623687)
-
(2002)
Automatica
, vol.38
, Issue.8
, pp. 1365-1372
-
-
Wang, D.1
Huang, J.2
-
29
-
-
0041523976
-
Neural-network control of nonaffine nonlinear system with zero dynamics by state and output feedback
-
Jul
-
S. S. Ge and J. Zhang, "Neural-network control of nonaffine nonlinear system with zero dynamics by state and output feedback," IEEE Trans. Neural Netw., vol. 14, no. 4, pp. 900-918, Jul. 2003
-
(2003)
IEEE Trans. Neural Netw
, vol.14
, Issue.4
, pp. 900-918
-
-
Ge, S.S.1
Zhang, J.2
-
30
-
-
33645139787
-
An ISS-modular approach for adaptive neural control of pure-feedback systems
-
C. Wang, D. J. Hill, S. S. Ge, and G. Chen, "An ISS-modular approach for adaptive neural control of pure-feedback systems," Automatica, vol. 42, no. 5, pp. 723-731, 2006
-
(2006)
Automatica
, vol.42
, Issue.5
, pp. 723-731
-
-
Wang, C.1
Hill, D.J.2
Ge, S.S.3
Chen, G.4
-
31
-
-
45849090294
-
Adaptive dynamic surface control of nonlinear systems with unknown dead zone in pure feedback form
-
T. P. Zhang and S. S. Ge, "Adaptive dynamic surface control of nonlinear systems with unknown dead zone in pure feedback form," Automatica, vol. 44, no. 7, pp. 1895-1903, 2008
-
(2008)
Automatica
, vol.44
, Issue.7
, pp. 1895-1903
-
-
Zhang, T.P.1
Ge, S.S.2
-
32
-
-
34547132798
-
Adaptive control of a class of nonaffine systems using neural networks
-
DOI 10.1109/TNN.2007.899253, Neural Networks for Feedback Control Systems
-
B. J. Yang and A. J. Calise, "Adaptive control of a class of nonaffine systems using neural networks," IEEE Trans. Neural Netw., vol. 18, no. 4, pp. 1149-1159, Jul. 2007 (Pubitemid 47098887)
-
(2007)
IEEE Transactions on Neural Networks
, vol.18
, Issue.4
, pp. 1149-1159
-
-
Yang, B.-Y.1
Calise, A.J.2
-
33
-
-
64049099257
-
Adaptive neural control for a class of uncertain nonlinear systems in pure-feedback form with hysteresis input
-
Apr
-
B. Ren, S. S. Ge, T. H. Lee, and C.-Y. Su, "Adaptive neural control for a class of uncertain nonlinear systems in pure-feedback form with hysteresis input," IEEE Trans. Syst., Man, Cybern., B, Cybern., vol. 39, no. 2, pp. 31-443, Apr. 2009
-
(2009)
IEEE Trans. Syst., Man, Cybern., B, Cybern
, vol.39
, Issue.2
, pp. 31-443
-
-
Ren, B.1
Ge, S.S.2
Lee, T.H.3
Su, C.-Y.4
-
34
-
-
78149318716
-
Approximation-based adaptive tracking control of pure-feedback nonlinear systems with multiple unknown time-varying delays
-
Nov.
-
M. Wang, S. S. Ge, and K.-S. Hong, "Approximation-based adaptive tracking control of pure-feedback nonlinear systems with multiple unknown time-varying delays," IEEE Trans. Neural Netw., vol. 21, no. 11, pp. 1804-1816, Nov. 2010
-
(2010)
IEEE Trans. Neural Netw
, vol.21
, Issue.11
, pp. 1804-1816
-
-
Wang, M.1
Ge, S.S.2
Hong, K.-S.3
-
35
-
-
33846166511
-
Small-gain theorem for ISS systems and applications
-
Z.-P. Jiang, A. R. Teel, and L. Praly, "Small-gain theorem for ISS systems and applications," Math. Control, Signals, Syst., vol. 7, no. 2, pp. 95-120, 1994
-
(1994)
Math. Control, Signals, Syst
, vol.7
, Issue.2
, pp. 95-120
-
-
Jiang, Z.-P.1
Teel, A.R.2
Praly, L.3
-
36
-
-
0000106040
-
Universal approximation using radial-basisfunction networks
-
J. Park and I. W. Sandberg, "Universal approximation using radial-basisfunction networks," Neural Comput., vol. 3, no. 2, pp. 246-257, 1991
-
(1991)
Neural Comput
, vol.3
, Issue.2
, pp. 246-257
-
-
Park, J.1
Sandberg, I.W.2
-
37
-
-
0029271813
-
Persistency of excitation in identification using radial basis function approximants
-
A. J. Kurdila, F. J. Narcowich, and J. D. Ward, "Persistency of excitation in identification using radial basis function approximants," SIAM J. Control Optim., vol. 33, pp. 625-642, 1995
-
(1995)
SIAM J. Control Optim
, vol.33
, pp. 625-642
-
-
Kurdila, A.J.1
Narcowich, F.J.2
Ward, J.D.3
-
38
-
-
0029373360
-
On the persistency of excitation in radial basis function network identification of nonlinear systems
-
Sep
-
D. Gorinevsky, "On the persistency of excitation in radial basis function network identification of nonlinear systems," IEEE Trans. Neural Netw., vol. 6, no. 5, pp. 1237-1244, Sep. 1995
-
(1995)
IEEE Trans. Neural Netw
, vol.6
, Issue.5
, pp. 1237-1244
-
-
Gorinevsky, D.1
-
40
-
-
0030287778
-
Singular perturbations and input-to-state stability
-
PII S001892869608261X
-
P. D. Christofides and A. R. Teel, "Singular perturbations and inputto- state stability," IEEE Trans. Autom. Control, vol. 41, no. 11, pp. 1645-1650, Nov. 1996 (Pubitemid 126769007)
-
(1996)
IEEE Transactions on Automatic Control
, vol.41
, Issue.11
, pp. 1645-1650
-
-
Christofides, P.D.1
Teel, A.R.2
-
41
-
-
0004178386
-
-
Englewood Cliffs, NJ, USA: Prentice- Hall
-
H. K. Khalil, Nonlinear Systems. Englewood Cliffs, NJ, USA: Prentice- Hall, 2002.
-
(2002)
Nonlinear Systems
-
-
Khalil, H.K.1
|