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Suykens, Johan A. K.

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Author ID: suykens.johan-a-k Recent zbMATH articles by "Suykens, Johan A. K."
Published as: Suykens, Johan A. K.; Suykens, J. A. K.; Suykens, Johan; Suykens, J.
External Links: MGP
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Co-Authors

4 single-authored
32 De Moor, Bart L. R.
27 Vandewalle, Joos P.
11 Huang, XiaoLin
11 Pelckmans, Kristiaan
10 Van Gestel, Tony
9 Chua, Leon Ong
9 De Brabanter, Jos
8 Feng, Yunlong
7 Fanuel, Michaël
5 Goethals, Ivan
4 Alzate, Carlos
4 Baesens, Bart
4 De Brabanter, Kris
4 De Lathauwer, Lieven
4 Mehrkanoon, Siamak
4 Necoara, Ion
4 Osipov, Grigory V.
4 Schreurs, Joachim
4 Signoretto, Marco
4 Yalçin, Müştak Erhan
3 Agudelo, Oscar Mauricio
3 Castro-Garcia, Ricardo
3 Curran, Paul F.
3 Espinoza, Marcelo
3 Hang, Hanyuan
3 Hubert, Mia
3 Pluymers, Bert
3 Vanthienen, Jan
3 Viaene, Stijn
3 Yang, Tao
3 Yang, Yuning
2 Alaíz, Carlos M.
2 Debruyne, Michiel
2 Dedene, Guido
2 Karsmakers, Peter
2 Lambrechts, A.
2 Lanckriet, Gert R. G.
2 Langone, Rocco
2 Liu, Fanghui
2 Lou, Xuyang
2 Steinwart, Ingo
2 Van den Poel, Dirk
2 Van Dooren, Paul M.
2 Van Huffel, Sabine
2 Yang, Jie
1 Argyriou, Andreas
1 Aspeel, Antoine
1 Baestaens, Dirk-Emma
1 Basu, Sankar
1 Belmans, Ronnie
1 Belykh, Vladimir Nikitich
1 Bottegal, Giulio
1 Buijs, J.
1 Christmann, Andreas
1 Claesen, Marc
1 De Bie, Tijl
1 De Smet, Frank
1 Delvenne, Jean-Charles
1 Dumitrache, Ion
1 Falck, Tillmann
1 Fan, Jun
1 Fernández, Ángela
1 Frandi, Emanuele
1 Gauthier, Bertrand
1 Günel, Serkan
1 Hamers, Bart
1 Hillier, Dániel
1 Hoegaerts, L.
1 Hornegger, Joachim
1 Horváth, Gábor
1 Imsland, Lars
1 Li, Zhen
1 Lodi, Stefano
1 Lukáš, Ladislav
1 Luts, Jan
1 Lv, Shaogao
1 Maier, Andreas
1 McNames, James
1 Mehrkanoon, Saeid
1 Micchelli, Charles A.
1 Molenberghs, Geert
1 Moonen, Marc S.
1 Motmans, B.
1 Muñuzuri, Alberto P.
1 Ñanculef, Ricardo
1 Ojeda, Fabian
1 Olivetti, Emanuele
1 Özoğuz, Serdar
1 Pavlov, Evgeny A.
1 Petrov, Valentin S.
1 Roobrouck, L.
1 Rossiter, John Anthony
1 Rousseeuw, Peter J.
1 Salzo, Saverio
1 Sartori, Claudio
1 Tao, Qinghua
1 Tian, Zheng
1 Tiels, Koen
1 Tran Dinh Quoc
1 Tsiaflakis, Paschalis
...and 12 more Co-Authors
all top 5

Serials

12 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
10 Journal of Machine Learning Research (JMLR)
8 Neural Networks
7 Machine Learning
6 IEEE Transactions on Automatic Control
5 Automatica
5 Neural Computation
4 International Journal of Control
4 Computational Statistics and Data Analysis
4 Applied and Computational Harmonic Analysis
4 Chaos
3 IEEE Transactions on Circuits and Systems. I: Fundamental Theory and Applications
3 SIAM Journal on Mathematics of Data Science
2 Physics Letters. A
2 International Journal of Circuit Theory and Applications
2 IEEE Transactions on Signal Processing
2 European Journal of Control
2 IEEE Transactions on Circuits and Systems I: Regular Papers
1 IEEE Transactions on Information Theory
1 Physica A
1 Information Sciences
1 Journal of Multivariate Analysis
1 Journal of the Operational Research Society
1 Journal of Optimization Theory and Applications
1 Systems & Control Letters
1 International Journal of Intelligent Systems
1 European Journal of Operational Research
1 Pattern Recognition
1 Neurocomputing
1 SIAM Journal on Optimization
1 SIAM Journal on Scientific Computing
1 Advances in Computational Mathematics
1 Neural Processing Letters
1 Data Mining and Knowledge Discovery
1 Communications in Nonlinear Science and Numerical Simulation
1 Analysis and Applications (Singapore)
1 Computational Management Science
1 World Scientific Series on Nonlinear Science. Series A
1 Statistics Surveys
1 Statistics and Computing
1 IEEE Control Systems
1 Chapman & Hall/CRC Machine Learning & Pattern Recognition Series

Publications by Year

Citations contained in zbMATH Open

98 Publications have been cited 1,400 times in 1,003 Documents Cited by Year
Least squares support vector machines. Zbl 1017.93004
Suykens, Johan A. K.; Van Gestel, Tony; De Brabanter, Jos; De Moor, Bart; Vandewalle, Joos
133
2002
Generation of \(n\)-double scrolls \((n=1, 2, 3, 4, \dots)\). Zbl 0844.58063
Suykens, Johan A. K.; Vandewalle, Joos
98
1993
Families of scroll grid attractors. Zbl 1044.37029
Yalçin, Müştak E.; Suykens, Johan A. K.; Vandewalle, Joos; Özoğuz, Serdar
81
2002
Weighted least squares support vector machines: robustness and sparse approximation. Zbl 1006.68799
Suykens, J. A. K.; De Brabanter, J.; Lukas, L.; Vandewalle, J.
76
2002
Robust synthesis for master-slave synchronization of Lur’e systems. Zbl 1055.93549
Suykens, Johan A. K.; Curran, Paul F.; Chua, Leon O.
70
1999
Chaos control using least-squares support vector machines. Zbl 0958.93042
Suykens, J. A. K.; Vandewalle, J.
62
1999
Bayesian framework for least-squares support vector machine classifiers, Gaussian processes, and kernel Fisher discriminant analysis. Zbl 1003.68146
Van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; De Moor, B.; Vandewalle, J.
47
2002
Benchmarking least squares support vector machine classifiers. Zbl 1078.68737
van Gestel, Tony; Suykens, Johan A. K.; Baesens, Bart; Viaene, Stijn; Vanthienen, Jan; Dedene, Guido; de Moor, Bart; Vandewalle, Joos
46
2004
Impulsive synchronization of chaotic Lur’e systems by measurement feedback. Zbl 0936.93027
Suykens, J. A. K.; Yang, T.; Chua, L. O.
38
1998
Benchmarking state-of-the-art classification algorithms for credit scoring. Zbl 1097.91516
Baesens, B.; Van Gestel, T.; Viaene, S.; Stepanova, M.; Suykens, J.; Vanthienen, J.
38
2003
Nonlinear \(H_\infty\) synchronization of chaotic Lur’e systems. Zbl 0967.93508
Suykens, J. A. K.; Vandewalle, J.; Chua, L. O.
35
1997
Absolute stability theory and master-slave synchronization. Zbl 0911.93044
Curran, P. F.; Suykens, J. A. K.; Chua, L. O.
34
1997
Application of a smoothing technique to decomposition in convex optimization. Zbl 1367.90085
Necoara, Ion; Suykens, Johan A. K.
32
2008
True random bit generation from a double-scroll attractor. Zbl 1374.94814
Yalçın, Müştak E.; Suykens, Johan A. K.; Vandewalle, Joos
31
2004
Master-slave synchronization of Lur’e systems. Zbl 0925.93342
Suykens, J. A. K.; Vandewalle, J.
30
1997
Master-slave synchronization using dynamic output feedback. Zbl 0925.93343
Suykens, J. A. K.; Curran, P. F.; Chua, L. O.
24
1997
Identification of MIMO Hammerstein models using least squares support vector machines. Zbl 1086.93064
Goethals, Ivan; Pelckmans, Kristiaan; Suykens, Johan A. K.; De Moor, Bart
24
2005
\(n\)-double scroll hypercubes in 1-D CNNs. Zbl 0907.58065
Suykens, J. A. K.; Chua, L. O.
24
1997
Learning with tensors: a framework based on convex optimization and spectral regularization. Zbl 1319.68191
Signoretto, Marco; Dinh, Quoc Tran; De Lathauwer, Lieven; Suykens, Johan A. K.
24
2014
Cluster synchronization in oscillatory networks. Zbl 1309.34053
Belykh, Vladimir N.; Osipov, Grigory V.; Petrov, Valentin S.; Suykens, Johan A. K.; Vandewalle, Joos
21
2008
Cellular neural networks, multi-scroll chaos and synchronization. Zbl 1089.68117
Yalçin, Müştak E.; Suykens, Johan A. K.; Vandevalle, Joos P. L.
20
2005
Learning with the maximum correntropy criterion induced losses for regression. Zbl 1351.62131
Feng, Yunlong; Huang, Xiaolin; Shi, Lei; Yang, Yuning; Suykens, Johan A. K.
20
2015
An absolute stability criterion for the Lur’e problem with sector and slope restricted nonlinearities. Zbl 0965.93079
Suykens, J. A. K.; Vandewalle, J.; De Moor, B.
17
1998
Interior-point Lagrangian decomposition method for separable convex optimization. Zbl 1184.90126
Necoara, I.; Suykens, J. A. K.
17
2009
Subspace identification of Hammerstein systems using least squares support vector machines. Zbl 1365.93522
Goethals, Ivan; Pelckmans, Kristiaan; Suykens, Johan A. K.; De Moor, Bart
16
2005
Min-Max feedback MPC using a time-varying terminal constraint set and comments on “Efficient robust constrained model predictive control with a time-varying terminal constraint set”. Zbl 1129.93486
Pluymers, B.; Suykens, J. A. K.; De Moor, B.
15
2005
Extending Newton’s law from nonlocal-in-time kinetic energy. Zbl 1228.70004
Suykens, J. A. K.
13
2009
Lur’e systems with multilayer perceptron and recurrent neural networks: absolute stability and dissipativity. Zbl 0958.93076
Suykens, J. A. K.; Vandewalle, J.; De Moor, B.
12
1999
Kernel based partially linear models and nonlinear identification. Zbl 1365.93521
Espinoza, Marcelo; Suykens, Johan A. K.; De Moor, Bart
12
2005
Identification of stable models in subspace identification by using regularization. Zbl 1004.93010
Van Gestel, T.; Suykens, J. A. K.; Van Dooren, P.; De Moor, B.
12
2001
Kernelized elastic net regularization: generalization bounds, and sparse recovery. Zbl 1474.62124
Feng, Yunlong; Lv, Shao-Gao; Hang, Hanyuan; Suykens, Johan A. K.
11
2016
Handling missing values in support vector machine classifiers. Zbl 1077.68777
Pelckmans, K.; De Brabanter, J.; Suykens, J. A. K.; De Moor, B.
11
2005
A statistical learning approach to modal regression. Zbl 07255033
Feng, Yunlong; Fan, Jun; Suykens, Johan A. K.
11
2020
Model selection in kernel based regression using the influence function. Zbl 1225.62051
Debruyne, Michiel; Hubert, Mia; Suykens, Johan A. K.
10
2008
Ramp loss linear programming support vector machine. Zbl 1318.68144
Huang, Xiaolin; Shi, Lei; Suykens, Johan A. K.
10
2014
Static and dynamic stabilizing neural controllers, applicable to transition between equilibrium points. Zbl 0825.93637
Suykens, Johan A. K.; de Moor, Bart L. R.; Vandewalle, Joos
9
1994
Identification of positive real models in subspace identification by using regularization. Zbl 1364.93828
Goethals, Ivan; Van Gestel, Tony; Suykens, Johan; Van Dooren, Paul; De Moor, Bart
9
2003
Robustness of reweighted least squares kernel based regression. Zbl 1178.62035
Debruyne, Michiel; Christmann, Andreas; Hubert, Mia; Suykens, Johan A. K.
8
2010
Nonlinear system identification using neural state space models, applicable to robust control design. Zbl 0825.93943
Suykens, Johan A. K.; De Moor, Bart L. R.; Vandewalle, Joos
8
1995
Rank-1 tensor properties with applications to a class of tensor optimization problems. Zbl 1329.90114
Yang, Yuning; Feng, Yunlong; Huang, Xiaolin; Suykens, Johan A. K.
8
2016
Knowledge discovery in a direct marketing case using least squares support vector machines. Zbl 0995.90054
Viaene, S.; Baesens, B.; Van Gestel, T.; Suykens, J. A. K.; Van den Poel, D.; Vanthienen, J.; De Moor, B.; Dedene, G.
8
2001
Low rank updated LS-SVM classifiers for fast variable selection. Zbl 1254.68218
Ojeda, Fabian; Suykens, Johan A. K.; De Moor, Bart
7
2008
Optimized fixed-size kernel models for large data sets. Zbl 1284.62369
De Brabanter, K.; De Brabanter, J.; Suykens, J. A. K.; De Moor, B.
7
2010
Kernel regression in the presence of correlated errors. Zbl 1280.62046
De Brabanter, Kris; De Brabanter, Jos; Suykens, Johan A. K.; De Moor, Bart
7
2011
Constrained linear MPC with time-varying terminal cost using convex combinations. Zbl 1093.93012
Pluymers, B.; Roobrouck, L.; Buijs, J.; Suykens, J. A. K.; De Moor, B.
7
2005
Support vector machines: a nonlinear modelling and control perspective. Zbl 1293.93796
Suykens, Johan A. K.
7
2001
Robust triple mode MPC. Zbl 1152.93366
Imsland, L.; Rossiter, J. A.; Pluymers, B.; Suykens, J.
6
2008
A kernel-based framework to tensorial data analysis. Zbl 1250.68229
Signoretto, Marco; De Lathauwer, Lieven; Suykens, Johan A. K.
6
2011
Kernel canonical correlation analysis and least squares support vector machines. Zbl 1001.68717
Van Gestel, Tony; Suykens, Johan A. K.; De Brabanter, Jos; De Moor, Bart; Vandewalle, Joos
6
2001
Bayesian kernel based classification for financial distress detection. Zbl 1111.90330
Van Gestel, Tony; Baesens, Bart; Suykens, Johan A. K.; Van den Poel, Dirk; Baestaens, Dirk-Emma; Willekens, Marleen
6
2006
A mixed effects least squares support vector machine model for classification of longitudinal data. Zbl 1239.62077
Luts, Jan; Molenberghs, Geert; Verbeke, Geert; Van Huffel, Sabine; Suykens, Johan A. K.
6
2012
Impulsive control of nonautonomous chaotic systems using practical stabilization. Zbl 0946.34047
Yang, Tao; Suykens, Johan A. K.; Chua, Leon O.
5
1998
Multiclass LS-SVMs: Moderated outputs and coding-decoding schemes. Zbl 1008.68739
van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; de Moor, B.; Vandewalle, J.
5
2002
Primal and dual model representations in kernel-based learning. Zbl 06162223
Suykens, Johan A. K.; Alzate, Carlos; Pelckmans, Kristiaan
5
2010
LS-SVM approximate solution to linear time varying descriptor systems. Zbl 1271.93175
Mehrkanoon, Siamak; Suykens, Johan A. K.
5
2012
Magnetic eigenmaps for the visualization of directed networks. Zbl 1371.05278
Fanuel, Michaël; Alaíz, Carlos M.; Fernández, Ángela; Suykens, Johan A. K.
5
2018
Finding communities in weighted networks through synchronization. Zbl 1317.34061
Lou, Xuyang; Suykens, Johan A. K.
4
2011
Efficiently updating and tracking the dominant kernel principal components. Zbl 1111.68101
Hoegaerts, L.; De Lathauwer, L.; Goethals, I.; Suykens, J. A. K.; Vandewalle, J.; De Moor, B.
4
2007
Learning of spatiotemporal behaviour in cellular neural networks. Zbl 1093.94008
Xavier-de-Souza, Samuel; Suykens, Johan A. K.; Vandewalle, Joos
4
2006
Quantile regression with \(\ell_1\)-regularization and Gaussian kernels. Zbl 1302.62151
Shi, Lei; Huang, Xiaolin; Tian, Zheng; Suykens, Johan A. K.
4
2014
Electric load forecasting: using kernel-based modeling for nonlinear system identification. Zbl 1395.93417
Espinoza, Marcelo; Suykens, Johan A. K.; Belmans, Ronnie; De Moor, Bart
4
2007
A two-experiment approach to Wiener system identification. Zbl 1400.93313
Bottegal, Giulio; Castro-Garcia, Ricardo; Suykens, Johan A. K.
4
2018
Diversity sampling is an implicit regularization for kernel methods. Zbl 1468.62251
Fanuel, Michael; Schreurs, Joachim; Suykens, Johan
3
2021
Improved dual decomposition based optimization for DSL dynamic spectrum management. Zbl 1392.94494
Tsiaflakis, Paschalis; Necoara, Ion; Suykens, Johan A. K.; Moonen, Marc
3
2010
Impulsive control and synchronization of chaos. Zbl 0961.93023
Suykens, J. A. K.; Yang, T.; Vandewalle, J.; Chua, L. O.
3
2000
Learning from general label constraints. Zbl 1104.68602
De Bie, Tijl; Suykens, Johan; De Moor, Bart
3
2004
Robust cross-validation score function for non-linear function estimation. Zbl 1013.68830
De Brabanter, Jos; Pelckmans, Kristiaan; Suykens, Johan A. K.; Vandewalle, Joos
3
2002
A regularized kernel CCA contrast function for ICA. Zbl 1254.68195
Alzate, Carlos; Suykens, Johan A. K.
3
2008
Fixed-size least squares support vector machines: A large scale application in electrical load forecasting. Zbl 1127.62121
Espinoza, Marcelo; Suykens, Johan A. K.; De Moor, Bart
3
2006
Asymmetric least squares support vector machine classifiers. Zbl 1471.62092
Huang, Xiaolin; Shi, Lei; Suykens, Johan A. K.
3
2014
Deformed Laplacians and spectral ranking in directed networks. Zbl 1433.05191
Fanuel, M.; Suykens, J. A. K.
3
2019
Sparse kernel regression with coefficient-based \(\ell_q\)-regularization. Zbl 1446.62119
Shi, Lei; Huang, Xiaolin; Feng, Yunlong; Suykens, Johan A. K.
2
2019
Efficient hinging hyperplanes neural network and its application in nonlinear system identification. Zbl 1440.93060
Xu, Jun; Tao, Qinghua; Li, Zhen; Xi, Xiangming; Suykens, Johan A. K.; Wang, Shuning
2
2020
Robust support vector machines for classification with nonconvex and smooth losses. Zbl 1472.68137
Feng, Yunlong; Yang, Yuning; Huang, Xiaolin; Mehrkanoon, Siamak; Suykens, Johan A. K.
2
2016
Learning theory estimates with observations from general stationary stochastic processes. Zbl 1476.68229
Hang, Hanyuan; Feng, Yunlong; Steinwart, Ingo; Suykens, Johan A. K.
2
2016
Hierarchical kernel spectral clustering. Zbl 1258.68110
Alzate, Carlos; Suykens, Johan A. K.
2
2012
Learning transformation models for ranking and survival analysis. Zbl 1280.62117
Van Belle, Vanya; Pelckmans, Kristiaan; Suykens, Johan A. K.; Van Huffel, Sabine
2
2011
Regularization, optimization, kernels, and support vector machines. Zbl 1305.68030
2
2014
Parameter estimation of delay differential equations: an integration-free LS-SVM approach. Zbl 1457.93086
Mehrkanoon, Siamak; Mehrkanoon, Saeid; Suykens, Johan A. K.
1
2014
Generalized support vector regression: duality and tensor-kernel representation. Zbl 1441.62101
Salzo, Saverio; Suykens, Johan A. K.
1
2020
Classification of multichannel signals with cumulant-based kernels. Zbl 1393.94438
Signoretto, Marco; Olivetti, Emanuele; De Lathauwer, Lieven; Suykens, Johan A. K.
1
2012
Deep restricted kernel machines using conjugate feature duality. Zbl 1456.68178
Suykens, Johan A. K.
1
2017
Partial synchronization in oscillator arrays with asymmetric coupling. Zbl 1152.37351
Hillier, Dániel; Günel, Serkan; Suykens, Johan A. K.; Vandewalle, Joos
1
2007
SVD revisited: a new variational principle, compatible feature maps and nonlinear extensions. Zbl 1335.49039
Suykens, Johan A. K.
1
2016
Advances in learning theory. Methods, models and applications. Proceedings of the NATO Advanced Study Institute, Leuven, Belgium, July 8–19, 2002. Zbl 1079.68601
Basu, S.
1
2003
Chaotic systems synchronization. Zbl 1055.34093
Suykens, Johan; Yalçın, Mustak; Vandewalle, Joos
1
2003
Map-based model of the cardiac action potential. Zbl 1250.92006
Pavlov, Evgeny A.; Osipov, Grigory V.; Chan, C. K.; Suykens, Johan A. K.
1
2011
Application of NL\(_q\) neural control theory to a ball and beam system. Zbl 0925.93851
Verrelst, H.; Van Acker, K.; Suykens, J.; Motmans, B.; De Moor, B.; Vandewalle, J.
1
1998
Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee. Zbl 1386.68130
Frandi, Emanuele; Ñanculef, Ricardo; Lodi, Stefano; Sartori, Claudio; Suykens, Johan A. K.
1
2016
Winning entry of the K. U. Leuven time-series prediction competition. Zbl 1192.37110
Mcnames, J.; Suykens, J. A. K.; Vandewalle, J.
1
1999
Least conservative support and tolerance tubes. Zbl 1367.62091
Pelckmans, Kristiaan; De Brabanter, Jos; Suykens, Johan A. K.; De Moor, Bart
1
2009
NARX identification of Hammerstein systems using least-squares support vector machines. Zbl 1216.93103
Goethals, Ivan; Pelckmans, Kristiaan; Falck, Tillmann; Suykens, Johan A. K.; De Moor, Bart
1
2010
Smoothing techniques-based distributed model predictive control algorithms for networks. Zbl 1298.93157
Necoara, Ion; Dumitrache, Ioan; Suykens, Johan A. K.
1
2012
Sparse conjugate directions pursuit with application to fixed-size kernel models. Zbl 1237.68150
Karsmakers, Peter; Pelckmans, Kristiaan; De Brabanter, Kris; Van Hamme, Hugo; Suykens, Johan A. K.
1
2011
Kernel density estimation for dynamical systems. Zbl 1466.62282
Hang, Hanyuan; Steinwart, Ingo; Feng, Yunlong; Suykens, Johan A. K.
1
2018
Incremental multi-class semi-supervised clustering regularized by Kalman filtering. Zbl 1394.68304
Mehrkanoon, Siamak; Agudelo, Oscar Mauricio; Suykens, Johan A. K.
1
2015
Hammerstein system identification through best linear approximation inversion and regularisation. Zbl 1397.93211
Castro-Garcia, Ricardo; Tiels, Koen; Agudelo, Oscar Mauricio; Suykens, Johan A. K.
1
2018
Optimal quadrature-sparsification for integral operator approximation. Zbl 1490.41018
Gauthier, Bertrand; Suykens, Johan A. K.
1
2018
Diversity sampling is an implicit regularization for kernel methods. Zbl 1468.62251
Fanuel, Michael; Schreurs, Joachim; Suykens, Johan
3
2021
A statistical learning approach to modal regression. Zbl 07255033
Feng, Yunlong; Fan, Jun; Suykens, Johan A. K.
11
2020
Efficient hinging hyperplanes neural network and its application in nonlinear system identification. Zbl 1440.93060
Xu, Jun; Tao, Qinghua; Li, Zhen; Xi, Xiangming; Suykens, Johan A. K.; Wang, Shuning
2
2020
Generalized support vector regression: duality and tensor-kernel representation. Zbl 1441.62101
Salzo, Saverio; Suykens, Johan A. K.
1
2020
Deformed Laplacians and spectral ranking in directed networks. Zbl 1433.05191
Fanuel, M.; Suykens, J. A. K.
3
2019
Sparse kernel regression with coefficient-based \(\ell_q\)-regularization. Zbl 1446.62119
Shi, Lei; Huang, Xiaolin; Feng, Yunlong; Suykens, Johan A. K.
2
2019
Magnetic eigenmaps for the visualization of directed networks. Zbl 1371.05278
Fanuel, Michaël; Alaíz, Carlos M.; Fernández, Ángela; Suykens, Johan A. K.
5
2018
A two-experiment approach to Wiener system identification. Zbl 1400.93313
Bottegal, Giulio; Castro-Garcia, Ricardo; Suykens, Johan A. K.
4
2018
Kernel density estimation for dynamical systems. Zbl 1466.62282
Hang, Hanyuan; Steinwart, Ingo; Feng, Yunlong; Suykens, Johan A. K.
1
2018
Hammerstein system identification through best linear approximation inversion and regularisation. Zbl 1397.93211
Castro-Garcia, Ricardo; Tiels, Koen; Agudelo, Oscar Mauricio; Suykens, Johan A. K.
1
2018
Optimal quadrature-sparsification for integral operator approximation. Zbl 1490.41018
Gauthier, Bertrand; Suykens, Johan A. K.
1
2018
Deep restricted kernel machines using conjugate feature duality. Zbl 1456.68178
Suykens, Johan A. K.
1
2017
Kernelized elastic net regularization: generalization bounds, and sparse recovery. Zbl 1474.62124
Feng, Yunlong; Lv, Shao-Gao; Hang, Hanyuan; Suykens, Johan A. K.
11
2016
Rank-1 tensor properties with applications to a class of tensor optimization problems. Zbl 1329.90114
Yang, Yuning; Feng, Yunlong; Huang, Xiaolin; Suykens, Johan A. K.
8
2016
Robust support vector machines for classification with nonconvex and smooth losses. Zbl 1472.68137
Feng, Yunlong; Yang, Yuning; Huang, Xiaolin; Mehrkanoon, Siamak; Suykens, Johan A. K.
2
2016
Learning theory estimates with observations from general stationary stochastic processes. Zbl 1476.68229
Hang, Hanyuan; Feng, Yunlong; Steinwart, Ingo; Suykens, Johan A. K.
2
2016
SVD revisited: a new variational principle, compatible feature maps and nonlinear extensions. Zbl 1335.49039
Suykens, Johan A. K.
1
2016
Fast and scalable Lasso via stochastic Frank-Wolfe methods with a convergence guarantee. Zbl 1386.68130
Frandi, Emanuele; Ñanculef, Ricardo; Lodi, Stefano; Sartori, Claudio; Suykens, Johan A. K.
1
2016
Learning with the maximum correntropy criterion induced losses for regression. Zbl 1351.62131
Feng, Yunlong; Huang, Xiaolin; Shi, Lei; Yang, Yuning; Suykens, Johan A. K.
20
2015
Incremental multi-class semi-supervised clustering regularized by Kalman filtering. Zbl 1394.68304
Mehrkanoon, Siamak; Agudelo, Oscar Mauricio; Suykens, Johan A. K.
1
2015
Learning with tensors: a framework based on convex optimization and spectral regularization. Zbl 1319.68191
Signoretto, Marco; Dinh, Quoc Tran; De Lathauwer, Lieven; Suykens, Johan A. K.
24
2014
Ramp loss linear programming support vector machine. Zbl 1318.68144
Huang, Xiaolin; Shi, Lei; Suykens, Johan A. K.
10
2014
Quantile regression with \(\ell_1\)-regularization and Gaussian kernels. Zbl 1302.62151
Shi, Lei; Huang, Xiaolin; Tian, Zheng; Suykens, Johan A. K.
4
2014
Asymmetric least squares support vector machine classifiers. Zbl 1471.62092
Huang, Xiaolin; Shi, Lei; Suykens, Johan A. K.
3
2014
Regularization, optimization, kernels, and support vector machines. Zbl 1305.68030
2
2014
Parameter estimation of delay differential equations: an integration-free LS-SVM approach. Zbl 1457.93086
Mehrkanoon, Siamak; Mehrkanoon, Saeid; Suykens, Johan A. K.
1
2014
A mixed effects least squares support vector machine model for classification of longitudinal data. Zbl 1239.62077
Luts, Jan; Molenberghs, Geert; Verbeke, Geert; Van Huffel, Sabine; Suykens, Johan A. K.
6
2012
LS-SVM approximate solution to linear time varying descriptor systems. Zbl 1271.93175
Mehrkanoon, Siamak; Suykens, Johan A. K.
5
2012
Hierarchical kernel spectral clustering. Zbl 1258.68110
Alzate, Carlos; Suykens, Johan A. K.
2
2012
Classification of multichannel signals with cumulant-based kernels. Zbl 1393.94438
Signoretto, Marco; Olivetti, Emanuele; De Lathauwer, Lieven; Suykens, Johan A. K.
1
2012
Smoothing techniques-based distributed model predictive control algorithms for networks. Zbl 1298.93157
Necoara, Ion; Dumitrache, Ioan; Suykens, Johan A. K.
1
2012
Kernel regression in the presence of correlated errors. Zbl 1280.62046
De Brabanter, Kris; De Brabanter, Jos; Suykens, Johan A. K.; De Moor, Bart
7
2011
A kernel-based framework to tensorial data analysis. Zbl 1250.68229
Signoretto, Marco; De Lathauwer, Lieven; Suykens, Johan A. K.
6
2011
Finding communities in weighted networks through synchronization. Zbl 1317.34061
Lou, Xuyang; Suykens, Johan A. K.
4
2011
Learning transformation models for ranking and survival analysis. Zbl 1280.62117
Van Belle, Vanya; Pelckmans, Kristiaan; Suykens, Johan A. K.; Van Huffel, Sabine
2
2011
Map-based model of the cardiac action potential. Zbl 1250.92006
Pavlov, Evgeny A.; Osipov, Grigory V.; Chan, C. K.; Suykens, Johan A. K.
1
2011
Sparse conjugate directions pursuit with application to fixed-size kernel models. Zbl 1237.68150
Karsmakers, Peter; Pelckmans, Kristiaan; De Brabanter, Kris; Van Hamme, Hugo; Suykens, Johan A. K.
1
2011
Robustness of reweighted least squares kernel based regression. Zbl 1178.62035
Debruyne, Michiel; Christmann, Andreas; Hubert, Mia; Suykens, Johan A. K.
8
2010
Optimized fixed-size kernel models for large data sets. Zbl 1284.62369
De Brabanter, K.; De Brabanter, J.; Suykens, J. A. K.; De Moor, B.
7
2010
Primal and dual model representations in kernel-based learning. Zbl 06162223
Suykens, Johan A. K.; Alzate, Carlos; Pelckmans, Kristiaan
5
2010
Improved dual decomposition based optimization for DSL dynamic spectrum management. Zbl 1392.94494
Tsiaflakis, Paschalis; Necoara, Ion; Suykens, Johan A. K.; Moonen, Marc
3
2010
NARX identification of Hammerstein systems using least-squares support vector machines. Zbl 1216.93103
Goethals, Ivan; Pelckmans, Kristiaan; Falck, Tillmann; Suykens, Johan A. K.; De Moor, Bart
1
2010
Interior-point Lagrangian decomposition method for separable convex optimization. Zbl 1184.90126
Necoara, I.; Suykens, J. A. K.
17
2009
Extending Newton’s law from nonlocal-in-time kinetic energy. Zbl 1228.70004
Suykens, J. A. K.
13
2009
Least conservative support and tolerance tubes. Zbl 1367.62091
Pelckmans, Kristiaan; De Brabanter, Jos; Suykens, Johan A. K.; De Moor, Bart
1
2009
Application of a smoothing technique to decomposition in convex optimization. Zbl 1367.90085
Necoara, Ion; Suykens, Johan A. K.
32
2008
Cluster synchronization in oscillatory networks. Zbl 1309.34053
Belykh, Vladimir N.; Osipov, Grigory V.; Petrov, Valentin S.; Suykens, Johan A. K.; Vandewalle, Joos
21
2008
Model selection in kernel based regression using the influence function. Zbl 1225.62051
Debruyne, Michiel; Hubert, Mia; Suykens, Johan A. K.
10
2008
Low rank updated LS-SVM classifiers for fast variable selection. Zbl 1254.68218
Ojeda, Fabian; Suykens, Johan A. K.; De Moor, Bart
7
2008
Robust triple mode MPC. Zbl 1152.93366
Imsland, L.; Rossiter, J. A.; Pluymers, B.; Suykens, J.
6
2008
A regularized kernel CCA contrast function for ICA. Zbl 1254.68195
Alzate, Carlos; Suykens, Johan A. K.
3
2008
Efficiently updating and tracking the dominant kernel principal components. Zbl 1111.68101
Hoegaerts, L.; De Lathauwer, L.; Goethals, I.; Suykens, J. A. K.; Vandewalle, J.; De Moor, B.
4
2007
Electric load forecasting: using kernel-based modeling for nonlinear system identification. Zbl 1395.93417
Espinoza, Marcelo; Suykens, Johan A. K.; Belmans, Ronnie; De Moor, Bart
4
2007
Partial synchronization in oscillator arrays with asymmetric coupling. Zbl 1152.37351
Hillier, Dániel; Günel, Serkan; Suykens, Johan A. K.; Vandewalle, Joos
1
2007
Bayesian kernel based classification for financial distress detection. Zbl 1111.90330
Van Gestel, Tony; Baesens, Bart; Suykens, Johan A. K.; Van den Poel, Dirk; Baestaens, Dirk-Emma; Willekens, Marleen
6
2006
Learning of spatiotemporal behaviour in cellular neural networks. Zbl 1093.94008
Xavier-de-Souza, Samuel; Suykens, Johan A. K.; Vandewalle, Joos
4
2006
Fixed-size least squares support vector machines: A large scale application in electrical load forecasting. Zbl 1127.62121
Espinoza, Marcelo; Suykens, Johan A. K.; De Moor, Bart
3
2006
Identification of MIMO Hammerstein models using least squares support vector machines. Zbl 1086.93064
Goethals, Ivan; Pelckmans, Kristiaan; Suykens, Johan A. K.; De Moor, Bart
24
2005
Cellular neural networks, multi-scroll chaos and synchronization. Zbl 1089.68117
Yalçin, Müştak E.; Suykens, Johan A. K.; Vandevalle, Joos P. L.
20
2005
Subspace identification of Hammerstein systems using least squares support vector machines. Zbl 1365.93522
Goethals, Ivan; Pelckmans, Kristiaan; Suykens, Johan A. K.; De Moor, Bart
16
2005
Min-Max feedback MPC using a time-varying terminal constraint set and comments on “Efficient robust constrained model predictive control with a time-varying terminal constraint set”. Zbl 1129.93486
Pluymers, B.; Suykens, J. A. K.; De Moor, B.
15
2005
Kernel based partially linear models and nonlinear identification. Zbl 1365.93521
Espinoza, Marcelo; Suykens, Johan A. K.; De Moor, Bart
12
2005
Handling missing values in support vector machine classifiers. Zbl 1077.68777
Pelckmans, K.; De Brabanter, J.; Suykens, J. A. K.; De Moor, B.
11
2005
Constrained linear MPC with time-varying terminal cost using convex combinations. Zbl 1093.93012
Pluymers, B.; Roobrouck, L.; Buijs, J.; Suykens, J. A. K.; De Moor, B.
7
2005
Benchmarking least squares support vector machine classifiers. Zbl 1078.68737
van Gestel, Tony; Suykens, Johan A. K.; Baesens, Bart; Viaene, Stijn; Vanthienen, Jan; Dedene, Guido; de Moor, Bart; Vandewalle, Joos
46
2004
True random bit generation from a double-scroll attractor. Zbl 1374.94814
Yalçın, Müştak E.; Suykens, Johan A. K.; Vandewalle, Joos
31
2004
Learning from general label constraints. Zbl 1104.68602
De Bie, Tijl; Suykens, Johan; De Moor, Bart
3
2004
Benchmarking state-of-the-art classification algorithms for credit scoring. Zbl 1097.91516
Baesens, B.; Van Gestel, T.; Viaene, S.; Stepanova, M.; Suykens, J.; Vanthienen, J.
38
2003
Identification of positive real models in subspace identification by using regularization. Zbl 1364.93828
Goethals, Ivan; Van Gestel, Tony; Suykens, Johan; Van Dooren, Paul; De Moor, Bart
9
2003
Advances in learning theory. Methods, models and applications. Proceedings of the NATO Advanced Study Institute, Leuven, Belgium, July 8–19, 2002. Zbl 1079.68601
Basu, S.
1
2003
Chaotic systems synchronization. Zbl 1055.34093
Suykens, Johan; Yalçın, Mustak; Vandewalle, Joos
1
2003
Least squares support vector machines. Zbl 1017.93004
Suykens, Johan A. K.; Van Gestel, Tony; De Brabanter, Jos; De Moor, Bart; Vandewalle, Joos
133
2002
Families of scroll grid attractors. Zbl 1044.37029
Yalçin, Müştak E.; Suykens, Johan A. K.; Vandewalle, Joos; Özoğuz, Serdar
81
2002
Weighted least squares support vector machines: robustness and sparse approximation. Zbl 1006.68799
Suykens, J. A. K.; De Brabanter, J.; Lukas, L.; Vandewalle, J.
76
2002
Bayesian framework for least-squares support vector machine classifiers, Gaussian processes, and kernel Fisher discriminant analysis. Zbl 1003.68146
Van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; De Moor, B.; Vandewalle, J.
47
2002
Multiclass LS-SVMs: Moderated outputs and coding-decoding schemes. Zbl 1008.68739
van Gestel, T.; Suykens, J. A. K.; Lanckriet, G.; Lambrechts, A.; de Moor, B.; Vandewalle, J.
5
2002
Robust cross-validation score function for non-linear function estimation. Zbl 1013.68830
De Brabanter, Jos; Pelckmans, Kristiaan; Suykens, Johan A. K.; Vandewalle, Joos
3
2002
Identification of stable models in subspace identification by using regularization. Zbl 1004.93010
Van Gestel, T.; Suykens, J. A. K.; Van Dooren, P.; De Moor, B.
12
2001
Knowledge discovery in a direct marketing case using least squares support vector machines. Zbl 0995.90054
Viaene, S.; Baesens, B.; Van Gestel, T.; Suykens, J. A. K.; Van den Poel, D.; Vanthienen, J.; De Moor, B.; Dedene, G.
8
2001
Support vector machines: a nonlinear modelling and control perspective. Zbl 1293.93796
Suykens, Johan A. K.
7
2001
Kernel canonical correlation analysis and least squares support vector machines. Zbl 1001.68717
Van Gestel, Tony; Suykens, Johan A. K.; De Brabanter, Jos; De Moor, Bart; Vandewalle, Joos
6
2001
Impulsive control and synchronization of chaos. Zbl 0961.93023
Suykens, J. A. K.; Yang, T.; Vandewalle, J.; Chua, L. O.
3
2000
Robust synthesis for master-slave synchronization of Lur’e systems. Zbl 1055.93549
Suykens, Johan A. K.; Curran, Paul F.; Chua, Leon O.
70
1999
Chaos control using least-squares support vector machines. Zbl 0958.93042
Suykens, J. A. K.; Vandewalle, J.
62
1999
Lur’e systems with multilayer perceptron and recurrent neural networks: absolute stability and dissipativity. Zbl 0958.93076
Suykens, J. A. K.; Vandewalle, J.; De Moor, B.
12
1999
Winning entry of the K. U. Leuven time-series prediction competition. Zbl 1192.37110
Mcnames, J.; Suykens, J. A. K.; Vandewalle, J.
1
1999
Impulsive synchronization of chaotic Lur’e systems by measurement feedback. Zbl 0936.93027
Suykens, J. A. K.; Yang, T.; Chua, L. O.
38
1998
An absolute stability criterion for the Lur’e problem with sector and slope restricted nonlinearities. Zbl 0965.93079
Suykens, J. A. K.; Vandewalle, J.; De Moor, B.
17
1998
Impulsive control of nonautonomous chaotic systems using practical stabilization. Zbl 0946.34047
Yang, Tao; Suykens, Johan A. K.; Chua, Leon O.
5
1998
Application of NL\(_q\) neural control theory to a ball and beam system. Zbl 0925.93851
Verrelst, H.; Van Acker, K.; Suykens, J.; Motmans, B.; De Moor, B.; Vandewalle, J.
1
1998
Nonlinear \(H_\infty\) synchronization of chaotic Lur’e systems. Zbl 0967.93508
Suykens, J. A. K.; Vandewalle, J.; Chua, L. O.
35
1997
Absolute stability theory and master-slave synchronization. Zbl 0911.93044
Curran, P. F.; Suykens, J. A. K.; Chua, L. O.
34
1997
Master-slave synchronization of Lur’e systems. Zbl 0925.93342
Suykens, J. A. K.; Vandewalle, J.
30
1997
Master-slave synchronization using dynamic output feedback. Zbl 0925.93343
Suykens, J. A. K.; Curran, P. F.; Chua, L. O.
24
1997
\(n\)-double scroll hypercubes in 1-D CNNs. Zbl 0907.58065
Suykens, J. A. K.; Chua, L. O.
24
1997
Nonlinear system identification using neural state space models, applicable to robust control design. Zbl 0825.93943
Suykens, Johan A. K.; De Moor, Bart L. R.; Vandewalle, Joos
8
1995
Static and dynamic stabilizing neural controllers, applicable to transition between equilibrium points. Zbl 0825.93637
Suykens, Johan A. K.; de Moor, Bart L. R.; Vandewalle, Joos
9
1994
Generation of \(n\)-double scrolls \((n=1, 2, 3, 4, \dots)\). Zbl 0844.58063
Suykens, Johan A. K.; Vandewalle, Joos
98
1993
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Cited by 1,989 Authors

56 Suykens, Johan A. K.
33 Chen, Guanrong
15 Pham, Viet-Thanh
15 Volos, Christos K.
13 De Moor, Bart L. R.
13 El-Nabulsi, Rami Ahmad
13 Wu, Xiaofeng
12 Yu, Simin
11 Feng, Yunlong
11 Lu, Jinhu
11 Necoara, Ion
11 Tran Dinh Quoc
11 Vaidyanathan, Sundarapandian
10 Sun, Ji Tao
9 Ahn, Choon Ki
9 Campos-Cantón, Eric
9 Cao, Jinde
9 Tang, Wallace Kit-Sang
8 Baesens, Bart
8 Huang, XiaoLin
8 Liu, Xinzhi
8 Qi, Guoyuan
7 Diehl, Moritz Mathias
7 Grassi, Giuseppe
7 Vandewalle, Joos P.
7 Wang, Chunhua
6 Chua, Leon Ong
6 Duan, Zhisheng
6 Huang, Lin
6 Liao, Xiao Xin
6 Pelckmans, Kristiaan
6 Yalçin, Müştak Erhan
5 Cawley, Gavin C.
5 De Brabanter, Jos
5 Huang, He
5 Jafari, Sajad
5 Pillonetto, Gianluigi
5 Rossiter, John Anthony
5 Shao, Yuanhai
5 Steinwart, Ingo
5 Stouboulos, Ioannis N.
5 Talbot, Nicola L. C.
5 Tóth, Roland
5 Yang, Ying
5 Yang, Yuning
5 Zhang, Yinping
5 Zhao, Yongping
5 Zheng, Wei Xing
4 Alzate, Carlos
4 Cafagna, Donato
4 Cai, Jianping
4 Chen, Songcan
4 Chen, Yun
4 Chen, Zhenyu
4 Christmann, Andreas
4 Couckuyt, Ivo
4 De Brabanter, Kris
4 Deng, Naiyang
4 Dhaene, Tom
4 Fan, Jun
4 Hang, Hanyuan
4 Ho, Daniel W. C.
4 Huang, Zheng-Hai
4 Hubert, Mia
4 Kyprianidis, Ioannis M.
4 Lessmann, Stefan
4 Li, Kang
4 Liao, Xiaofeng
4 Ljung, Lennart
4 Mues, Christophe
4 Munoz-Pacheco, Jesus Manuel
4 Ng, Michael Kwok-Po
4 Özoğuz, Serdar
4 Pahikkala, Tapio
4 Park, Juhyun (Jessie)
4 Patrascu, Andrei-Tudor
4 Piga, Dario
4 Savaci, F. Acar
4 Shen, Xuemin Sherman
4 van Wyk, Barend Jacobus
4 van Wyk, Michaël Antonie
4 Wang, Jinzhi
4 Wang, Xingyuan
4 Wu, Qiang
4 Yang, Tao
4 Yu, Pei
3 Aguirre-Hernández, Baltazar
3 Aqeel, Muhammad
3 Azam, Anam
3 Azar, Ahmad Taher
3 Bai, Erwei
3 Castro-Garcia, Ricardo
3 Chen, Qingfei
3 Chu, Yandong
3 Cuéllar, G. Huerta
3 De Lathauwer, Lieven
3 De Nicolao, Giuseppe
3 Debruyne, Michiel
3 Deng, Guangming
3 Dhhan, Waleed
...and 1,889 more Authors
all top 5

Cited in 190 Serials

113 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
58 Chaos, Solitons and Fractals
53 Automatica
35 Chaos
34 European Journal of Operational Research
34 Mathematical Problems in Engineering
27 Neural Networks
23 Nonlinear Dynamics
22 Applied Mathematics and Computation
20 International Journal of Control
20 Machine Learning
20 Neural Computation
18 Information Sciences
18 Pattern Recognition
16 Journal of the Franklin Institute
13 Communications in Nonlinear Science and Numerical Simulation
12 Systems & Control Letters
11 Computational Optimization and Applications
10 Computational Statistics and Data Analysis
10 Applied and Computational Harmonic Analysis
9 International Journal of Circuit Theory and Applications
9 Journal of Optimization Theory and Applications
8 International Journal of Systems Science
8 International Journal of Robust and Nonlinear Control
8 Analysis and Applications (Singapore)
7 International Journal of Wavelets, Multiresolution and Information Processing
7 Electronic Journal of Statistics
7 International Journal of Systems Science. Principles and Applications of Systems and Integration
6 Mathematics and Computers in Simulation
6 Circuits, Systems, and Signal Processing
6 Physica D
6 Computers & Operations Research
6 Applied Mathematical Modelling
6 European Journal of Control
6 Journal of Machine Learning Research (JMLR)
6 Advances in Data Analysis and Classification. ADAC
6 Asian Journal of Control
5 International Journal of Modern Physics B
5 Physica A
5 International Journal of Adaptive Control and Signal Processing
5 Communications in Statistics. Simulation and Computation
5 SIAM Journal on Optimization
5 SIAM Journal on Scientific Computing
5 Optimization Methods & Software
5 Soft Computing
5 Journal of Applied Statistics
5 Journal of Zhejiang University. Science A
5 Quantum Studies: Mathematics and Foundations
4 Inverse Problems
4 Journal of Computational and Applied Mathematics
4 Journal of Multivariate Analysis
4 Signal Processing
4 Journal of Nonlinear Science
4 Discrete Dynamics in Nature and Society
4 Journal of Applied Mathematics
4 Journal of Control Theory and Applications
4 Optimization Letters
4 Computational & Mathematical Methods in Medicine
4 Nonlinear Analysis. Hybrid Systems
3 Modern Physics Letters B
3 Computers & Mathematics with Applications
3 The Annals of Statistics
3 Biometrics
3 Numerische Mathematik
3 Journal of Classification
3 Journal of Complexity
3 Statistical Science
3 Journal of Global Optimization
3 Numerical Algorithms
3 Journal of Statistical Computation and Simulation
3 Advances in Engineering Software
3 Complexity
3 Abstract and Applied Analysis
3 PAA. Pattern Analysis and Applications
3 International Journal of Applied Mathematics and Computer Science
3 Nonlinear Analysis. Real World Applications
3 Quantitative Finance
3 Computational Management Science
3 EURASIP Journal on Advances in Signal Processing
3 Algorithms
3 SIAM Journal on Mathematics of Data Science
2 Acta Mechanica
2 International Journal for Numerical and Analytical Methods in Geomechanics
2 Journal of Computational Physics
2 Fuzzy Sets and Systems
2 Journal of the American Statistical Association
2 SIAM Journal on Control and Optimization
2 Asia-Pacific Journal of Operational Research
2 Mathematical and Computer Modelling
2 SIAM Journal on Matrix Analysis and Applications
2 Journal of Scientific Computing
2 Communications in Statistics. Theory and Methods
2 Linear Algebra and its Applications
2 Computational and Applied Mathematics
2 Journal of Inverse and Ill-Posed Problems
2 Annals of Mathematics and Artificial Intelligence
2 Data Mining and Knowledge Discovery
2 Qualitative Theory of Dynamical Systems
2 Journal of Systems Science and Complexity
2 Communications on Pure and Applied Analysis
...and 90 more Serials
all top 5

Cited in 41 Fields

323 Systems theory; control (93-XX)
268 Computer science (68-XX)
221 Statistics (62-XX)
207 Ordinary differential equations (34-XX)
206 Dynamical systems and ergodic theory (37-XX)
130 Operations research, mathematical programming (90-XX)
91 Information and communication theory, circuits (94-XX)
80 Numerical analysis (65-XX)
44 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
40 Biology and other natural sciences (92-XX)
31 Linear and multilinear algebra; matrix theory (15-XX)
23 Calculus of variations and optimal control; optimization (49-XX)
22 Mechanics of particles and systems (70-XX)
16 Combinatorics (05-XX)
13 Probability theory and stochastic processes (60-XX)
13 Mechanics of deformable solids (74-XX)
11 Real functions (26-XX)
11 Functional analysis (46-XX)
7 Partial differential equations (35-XX)
7 Quantum theory (81-XX)
6 Operator theory (47-XX)
6 Fluid mechanics (76-XX)
6 Statistical mechanics, structure of matter (82-XX)
5 Approximations and expansions (41-XX)
5 Optics, electromagnetic theory (78-XX)
4 History and biography (01-XX)
3 Harmonic analysis on Euclidean spaces (42-XX)
2 Measure and integration (28-XX)
2 Functions of a complex variable (30-XX)
2 Difference and functional equations (39-XX)
2 Integral equations (45-XX)
2 Manifolds and cell complexes (57-XX)
2 Classical thermodynamics, heat transfer (80-XX)
2 Geophysics (86-XX)
1 Mathematical logic and foundations (03-XX)
1 Number theory (11-XX)
1 Topological groups, Lie groups (22-XX)
1 Special functions (33-XX)
1 Global analysis, analysis on manifolds (58-XX)
1 Relativity and gravitational theory (83-XX)
1 Astronomy and astrophysics (85-XX)

Citations by Year