Xia Hong
Xia Hong
Professor of Computational Intelligence, University of Reading
Verified email at reading.ac.uk
Title
Cited by
Cited by
Year
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
2632004
Adaptive modelling, estimation and fusion from data: a neurofuzzy approach
C Harris, X Hong, Q Gan
Springer Science & Business Media, 2012
2492012
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
2052008
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
1832007
Sparse kernel regression modeling 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
1392003
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
1032011
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
942003
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
892009
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
842004
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
752010
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
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
652008
An orthogonal forward regression technique for sparse kernel density estimation
S Chen, X Hong, CJ Harris
Neurocomputing 71 (4-6), 931-943, 2008
622008
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, 2003
622003
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
521998
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
512008
A mixture of experts network structure construction algorithm for modelling and control
X Hong, CJ Harris
Applied intelligence 16 (1), 59-69, 2002
492002
Online modeling with tunable RBF network
H Chen, Y Gong, X Hong
IEEE transactions on cybernetics 43 (3), 935-947, 2013
452013
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
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Articles 1–20