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    Using multi-layer perceptrons to model the Lincoln aphid data set 

    Watts, Michael J.; Worner, Susan P. (Bio-Protection & Ecology Division, 2007)
    This document is the initial report on a systematic approach to the application of MLP to the aphid prediction problem. The aims of this initial work are three-fold; to investigate the effectiveness of a particular ...
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    Comparison of multi-layer perceptrons and simple evolving connectionist systems over the Lincoln aphid data set 

    Watts, Michael J.; Worner, Susan P. (Bio-Protection & Ecology Division, 2007)
    This report presents two further experiments over the aphid data set. The first is an evaluation of the adaptive abilities of backpropagation of errors trained MLP and a comparison of these capabilities with the Simple ...
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    Further sensitivity analysis of simple evolving connectionist systems applied to the Lincoln aphid data set 

    Watts, Michael J.; Worner, Susan P. (Bio-Protection & Ecology Division, 2007)
    This report presents two further experiments over the Aphid data set. The first is a more detailed investigation of the sensitivity of Simple Evolving Connectionist System (SECoS) networks to the exclusion of various ...
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    AuthorWatts, Michael J. (3)Worner, Susan P. (3)Keyword270000 Biological Sciences (3)
    300000 Agricultural, Veterinary and Environmental Sciences (3)
    aphids (3)
    multi-layer perceptrons (3)
    neural networks (3)
    perceptrons (3)... View MoreDate Issued2007 (3)
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