Xia Hong
Xia Hong
Professor of Computational Intelligence, University of Reading
Verifierad e-postadress på reading.ac.uk
TitelCiteras avÅr
Sparse modeling using orthogonal forward regression with PRESS statistic and regularization
S Chen, X Hong, CJ Harris, PM Sharkey
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004
2502004
Adaptive modelling, estimation and fusion from data: a neurofuzzy approach
C Harris, X Hong, Q Gan
Springer Science & Business Media, 2012
2412012
Model selection approaches for non-linear system identification: a review
X Hong, RJ Mitchell, S Chen, CJ Harris, K Li, GW Irwin
International journal of systems science 39 (10), 925-946, 2008
1882008
A kernel-based two-class classifier for imbalanced data sets
X Hong, S Chen, CJ Harris
IEEE Transactions on neural networks 18 (1), 28-41, 2007
1632007
Sparse kernel regression modelling using combined locally regularized orthogonal least squares and D-optimality experimental design
S Chen, X Hong, CJ Harris
IEEE Transactions on Automatic Control 48 (6), 1029-1036, 2003
1372003
Automatic nonlinear predictive model-construction algorithm using forward regression and the PRESS statistic
X Hong, PM Sharkey, K Warwick
IEE Proceedings-Control Theory and Applications 150 (3), 245-254, 2003
962003
A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems
M Gao, X Hong, S Chen, CJ Harris
Neurocomputing 74 (17), 3456-3466, 2011
872011
Non-linear system identification using particle swarm optimisation tuned radial basis function models
S Chen, X Hong, BL Luk, CJ Harris
International Journal of Bio-Inspired Computation 1 (4), 246-258, 2009
852009
Sparse kernel density construction using orthogonal forward regression with leave-one-out test score and local regularization
S Chen, X Hong, CJ Harris
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 34 …, 2004
802004
Nonlinear model structure design and construction using orthogonal least squares and D-optimality design
X Hong, CJ Harris
IEEE Transactions on Neural Networks 13 (5), 1245-1250, 2002
752002
Particle swarm optimization aided orthogonal forward regression for unified data modeling
S Chen, X Hong, CJ Harris
IEEE Transactions on Evolutionary Computation 14 (4), 477-499, 2010
712010
Construction of tunable radial basis function networks using orthogonal forward selection
S Chen, X Hong, BL Luk, CJ Harris
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 39 …, 2008
622008
An orthogonal forward regression technique for sparse kernel density estimation
S Chen, X Hong, CJ Harris
Neurocomputing 71 (4-6), 931-943, 2008
602008
A line of sight counteraction navigation algorithm for ship encounter collision avoidance
PA Wilson, CJ Harris, X Hong
The Journal of Navigation 56 (1), 111-121, 2003
552003
Nonlinear model structure detection using optimum experimental design and orthogonal least squares
X Hong, CJ Harris
IEEE Transactions on Neural Networks 12 (2), 435-439, 2001
522001
Dual-orthogonal radial basis function networks for nonlinear time series prediction
SA Billings, X Hong
Neural Networks 11 (3), 479-493, 1998
511998
A new RBF neural network with boundary value constraints
X Hong, S Chen
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 39 …, 2008
502008
A mixture of experts network structure construction algorithm for modelling and control
X Hong, CJ Harris
Applied intelligence 16 (1), 59-69, 2002
472002
Givens rotation based fast backward elimination algorithm for RBF neural network pruning
X Hong, SA Billings
IEE Proceedings-Control Theory and Applications 144 (5), 381-384, 1997
451997
Online modeling with tunable RBF network
H Chen, Y Gong, X Hong
IEEE transactions on cybernetics 43 (3), 935-947, 2013
412013
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Artiklar 1–20