Tom Downs

26 papers A 1B 3C 5Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2005 C conf
A Machine Learning Approach to Intraday Trading on Foreign Exchange Markets.
IDEAL
Andrei Hryshko, Tom Downs
2004 C conf
Boosting the Tree Augmented Naïve Bayes Classifier.
IDEAL
Tom Downs, Adelina Tang
2004 C conf
Improving Support Vector Solutions by Selecting a Sequence of Training Subsets.
IDEAL
Tom Downs, Jianxiong Wang
2004 C conf
Machine Learning for Matching Astronomy Catalogues.
IDEAL
David Rohde, Michael Drinkwater, Marcus Gallagher, Tom Downs, Marianne Doyle
2004 J jnl
System for foreign exchange trading using genetic algorithms and reinforcement learning.
Int. J. Syst. Sci.
Andrei Hryshko, Tom Downs
2003 B conf
An implementation of genetic algorithms as a basis for a trading system on the foreign exchange market.
IEEE Congress on Evolutionary Computation
Andrei Hryshko, Tom Downs
2003 J jnl
Boosting the HONG network.
Neurocomputing
Ajantha S. Atukorale, Tom Downs, Ponnuthurai N. Suganthan
2003 B conf
Tuning pattern classifier parameters using a genetic algorithm with an application in mobile robotics.
IEEE Congress on Evolutionary Computation
Jianxiong Wang, Tom Downs
2003 J jnl
Visualization of learning in multilayer perceptron networks using principal component analysis.
IEEE Trans. Syst. Man Cybern. Part B
Marcus Gallagher, Tom Downs
2002 J jnl
Empirical Evidence for Ultrametric Structure in Multi layer Perceptron Error Surfaces.
Neural Process. Lett.
Marcus Gallagher, Tom Downs, Ian A. Wood
2001 J jnl
Exact Simplification of Support Vector Solutions.
J. Mach. Learn. Res.
Tom Downs, Kevin E. Gates, Annette Masters
2000 — conf
On the Performance of the HONG Network for Pattern Classification.
IJCNN (2)
Ajantha S. Atukorale, Tom Downs, Ponnuthurai N. Suganthan
1999 B conf
Boosting Naive-Bayes classifiers to predict outcomes for hip prostheses.
IJCNN
Hugo D. Navone, D. Cook, Tom Downs, D. Chen
1999 A conf
Real-valued Evolutionary Optimization using a Flexible Probability Density Estimator.
GECCO
Marcus Gallagher, Marcus R. Frean, Tom Downs
1998 J jnl
CARVE-a constructive algorithm for real-valued examples.
IEEE Trans. Neural Networks
Steven Young, Tom Downs
1996 C conf
Improvements and Extensions to the Constructive Algorithm CARVE.
ICANN
Steven Young, Tom Downs
1995 J jnl
Sinusoidal and monotonic transfer functions: Implications for VC dimension.
Neural Networks
R. J. Gaynier, Tom Downs
1994 J jnl
A four-channel communications arbiter for multiprocessor arrays.
Microprocess. Microsystems
V. Lakshmi Narasimhan, K. Wood, Tom Downs
1993 — conf
A method of training multi-layer networks with heaviside characteristics using internal representations.
ICNN
R. J. Gaynier, Tom Downs
1993 J jnl
Comments on 'Optimal training of thresholded linear correlation classifiers' [with reply].
IEEE Trans. Neural Networks
David R. Lovell, Ah Chung Tsoi, Tom Downs, Thomas H. Hildebrandt
1993 J jnl
Constructive higher-order network that is polynomial time.
Neural Networks
Nicholas J. Redding, Adam Kowalczyk, Tom Downs
1992 J jnl
Using random weights to train multilayer networks of hard-limiting units.
IEEE Trans. Neural Networks
Peter L. Bartlett, Tom Downs
1991 J jnl
Fault tolerant aspects of a dynamic dataflow architecture - PATTSY.
Microprocessing and Microprogramming
V. Lakshmi Narasimhan, Tom Downs
1991 — conf
Learning in Feedforward Networks with Nonsmooth Functions.
NIPS
Nicholas J. Redding, Tom Downs
1990 J jnl
Probabilistic arithmetic. I. Numerical methods for calculating convolutions and dependency bounds.
Int. J. Approx. Reason.
Robert C. Williamson, Tom Downs
1984 J jnl
The Output of the
Oper. Res.
D. E. Everitt, Tom Downs