Antony Browne

Computer Science · Physical Sciences

10h-index441citations42works39.02yr avg
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Research Topics

Neural Networks and Applications(14), Machine Learning in Bioinformatics(9), Fractal and DNA sequence analysis(7), Particle accelerators and beam dynamics(6), Magnetic confinement fusion research(5)

Publications42 total

Neural Network Analysis, Architectures and Applications
2024· 39 cited
Challenges for Neural Computing
2019
Modelling the Stroop Effect: Dynamics in Inhibition of Automatic Stimuli Processing
2010· 2 cited
Hipaniola (Haiti and the Dominican Republic)
ePublications@SCU (Southern Cross University)·2010
Filtering normal retinal images for diabetic retinopathy screening using multiple classifiers
2009· 13 cited
Competition and Cooperation in Colour-Word Stroop Effect: An Association Approach
Frontiers in Behavioral Neuroscience·2009· 1 citedOpen Access
The Extraction of Information and Knowledge from Trained Neural Networks.
2009
Classifying Membrane Proteins in the Proteome by Using Artificial Neural Networks Based on the Preferential Parameters of Amino Acids
2008· 3 cited
Investigating the influence of feature correlations on automatic relevance determination
2008· 2 cited
The Extraction of Information and Knowledge from Trained Neural Networks
Methods in molecular biology·2008· 16 cited
Using Ensembles of Neural Networks to Improve Automatic Relevance Determination
IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks·2007· 7 cited
Use of Artificial Neural Networks and Effects of Amino Acid Encodings in the Membrane Protein Prediction Problem
Advances in pattern recognition·2007· 2 cited
Presenting a Novel Neural Network Architecture for Membrane Protein Prediction
2006· 4 cited
Using neural networks with automatic relevance determination to identify regions of the thalamus implicated in schizophrenia
The 2006 IEEE International Joint Conference on Neural Network Proceedings·2006· 1 cited
Extraction of comprehensible logical rules from neural networks: application of TREPAN in bio and cheminformatics
Croatica Chemica Acta·2005· 4 citedOpen Access
Use Of Neural Networks To Predict And Analyse Membrane Proteins In The Proteome
BMC Bioinformatics·2005· 8 citedOpen Access
Neural network ensembles: combining multiple models for enhanced performance using a multistage approach
Expert Systems·2004· 79 citedOpen Access
Knowledge extraction from neural networks
2004· 11 cited
Multistage Neural Networks: Adaptive Combination of Ensemble Results
2004
Biological data mining with neural networks: implementation and application of a flexible decision tree extraction algorithm to genomic problem domains
Neurocomputing·2003· 38 cited
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Frequent Co-authors

Lennart Svensson(7), Philip Picton(6), T.T.C. Jones(6), Brian D. Hudson(5), David S. Whitley(5), Martyn G. Ford(5), D. Young(5), Hassan Kazemian(5), A. Bickley(4), Shuang Yang(3), D. Stork(3), S. J. Cox(3), Yu Fu(3), Subrata K. Bose(3), Kenneth White(3), Ron Sun(2), David J. Livingstone(2), Raymond Crichton(2), D. Cooper(2), Jenefer Davies(2)