Computational Data Modeling Group

Publications

Some of our recent publications include:

Dodd, T.J. and R.F. Harrison (2004). The Gradient Iteration for Approximation in Reproducing Kernel Hilbert Spaces. IMA Journal of Control and Information 21, 359-376.

Cross, S.S., Harrison, R.F. and Sanders, D.S. (2003). "Supporting decisions in clinical medicine: neural networks in lower gastrointestinal haemorrhage." Lancet 362: 1250-1251.

Harrison, R.F. (2003). "Asymptotically optimal stabilizing quadratic control of an inverted pendulum." Proceedings of the Institution of Electrical Engineers on Control Theory and Applications 150: 7-16.

Kuan, M.M., Lim, C.P. and Harrison, R.F. (2003). "On operating strategies of the fuzzy ARTAMP neural network: a comparative study." International Journal of Computational Intelligence and Applications 3: 23-43.

Lim, C.P. and Harrison, R.F. (2003). "On-line pattern classification with multiple neural network systems: an experimental study." IEEE Transactions on Systems, Man and Cybernetics 33: 235-247.

Mitchinson, B. and Harrison, R.F. (2003). "Adaptive kernel-based equalisation for non-stationary digital communications channels." International Journal Of Systems Science 34: 693-703.

Dodd, T.J., B. Mitchinson and R.F. Harrison (2003). Sparse Stochastic Gradient Descent Learning in Kernel Models. Proceedings of The Second International Conference on Computational Intelligence, Robotics and Autonomous Systems, Singapore.

Dodd, T.J., V. Kadirkamanathan and R.F. Harrison (2003). Function Estimation in Hilbert Space Using Sequential Projections. Proceedings of the IFAC Conference on Intelligent Control Systems and Signal Processing (ICONS 2003), University of Algarve, Portugal, pp. 113-118.

Dodd, T.J. and R.F. Harrison (2003). Estimating Volterra Filters in Hilbert Space. Proceedings of the IFAC Conference on Intelligent Control Systems and Signal Processing (ICONS 2003), University of Algarve, Portugal, pp. 538-543.

Dodd, T.J. and C.J. Harris (2002). Identification of nonlinear time series via kernels. Special Issue on `Support Vector and Kernel Methods', International Journal of Systems Science 33(9), 737-750.

Ben Mitchinson and Robert F. Harrison, Digital Communications Channel Equalisation using the Kernel Adaline, IEEE Transactions on Communications, 50(4):571-576, 2002.

Dodd, T.J. and R.F. Harrison (2002). Iterative solution to approximation in reproducing kernel Hilbert spaces. CD-Rom Proceedings of the 2002 IFAC World Congress.