Siamak Mehrkanoon
Siamak Mehrkanoon
Assistant Professor, Maastricht University
Verifierad e-postadress på maastrichtuniversity.nl - Startsida
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Approximate solutions to ordinary differential equations using least squares support vector machines
S Mehrkanoon, T Falck, JAK Suykens
IEEE transactions on neural networks and learning systems 23 (9), 1356-1367, 2012
472012
Multiclass semisupervised learning based upon kernel spectral clustering
S Mehrkanoon, C Alzate, R Mall, R Langone, JAK Suykens
IEEE transactions on neural networks and learning systems 26 (4), 720-733, 2014
422014
Non-parallel semi-supervised classification based on kernel spectral clustering
S Mehrkanoon, J Suykens
IJCNN 2013, 2013
35*2013
LS-SVM approximate solution to linear time varying descriptor systems
S Mehrkanoon, JAK Suykens
Automatica 48 (10), 2502-2511, 2012
342012
A direct variable step block multistep method for solving general third-order ODEs
S Mehrkanoon
Numerical Algorithms 57 (1), 53-66, 2011
312011
Learning solutions to partial differential equations using LS-SVM
JAKS S. Mehrkanoon
Neurocomputing 159, 105-116, 2015
302015
Non-parallel support vector classifiers with different loss functions
S Mehrkanoon, X Huang, JAK Suykens
Neurocomputing 143, 294-301, 2014
272014
A variable step implicit block multistep method for solving first-order ODEs
S Mehrkanoon, ZA Majid, M Suleiman
Journal of Computational and Applied Mathematics 233 (9), 2387-2394, 2010
262010
Automated structural health monitoring based on adaptive kernel spectral clustering
R Langone, E Reynders, S Mehrkanoon, JAK Suykens
Mechanical Systems and Signal Processing 90, 64-78, 2017
242017
Support vector machines with piecewise linear feature mapping
X Huang, S Mehrkanoon, JAK Suykens
Neurocomputing 117, 118-127, 2013
242013
Parameter estimation of delay differential equations: an integration-free LS-SVM approach
S Mehrkanoon, S Mehrkanoon, JAK Suykens
Communications in Nonlinear Science and Numerical Simulation 19 (4), 830-841, 2014
212014
Regularized semipaired kernel CCA for domain adaptation
S Mehrkanoon, JAK Suykens
IEEE transactions on neural networks and learning systems 29 (7), 3199-3213, 2017
182017
Large scale semi-supervised learning using KSC based model
S Mehrkanoon, JAK Suykens
2014 International Joint Conference on Neural Networks (IJCNN), 4152-4159, 2014
172014
Incremental multi-class semi-supervised clustering regularized by Kalman filtering
S Mehrkanoon, OM Agudelo, JAK Suykens
Neural Networks 71, 88-104, 2015
152015
Robust support vector machines for classification with nonconvex and smooth losses
Y Feng, Y Yang, X Huang, S Mehrkanoon, JAK Suykens
Neural computation 28 (6), 1217-1247, 2016
132016
Parameter estimation for time varying dynamical systems using least squares support vector machines
S Mehrkanoon, T Falck, J Suykens
Proc. of the 16th IFAC Symposium on System Identification (SYSID 2012) 16 …, 2012
132012
Modelling the strip thickness in hot steel rolling mills using least‐squares support vector machines
YAW Shardt, S Mehrkanoon, K Zhang, X Yang, J Suykens, SX Ding, ...
The Canadian Journal of Chemical Engineering 96 (1), 171-178, 2018
122018
Estimating the unknown time delay in chemical processes
S Mehrkanoon, YAW Shardt, JAK Suykens, SX Ding
Engineering Applications of Artificial Intelligence 55, 219-230, 2016
122016
Block method for numerical solution of fuzzy differential equations
S Mehrkanoon, M Suleiman, ZA Majid
International Mathematical Forum 4 (46), 2269-2280, 2009
112009
Black-box modeling for temperature prediction in weather forecasting
Z Karevan, S Mehrkanoon, JAK Suykens
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
102015
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Artiklar 1–20