University Of Tasmania
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Application of new adaptive higher order neural networks in data mining

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conference contribution
posted on 2023-05-26, 08:55 authored by Shuxiang XuShuxiang Xu, Chen, L
This paper introduces an adaptive Higher Order Neural Network (HONN) model and applies it in data mining such as simulating and forecasting government taxation revenues. The proposed adaptive HONN model offers significant advantages over conventional Artificial Neural Network (ANN) models such as much reduced network size, faster training, as well as much improved simulation and forecasting errors. The generalization ability of this HONN model is explored and discussed. A new approach for determining the best number of hidden neurons is also proposed.


Publication status

  • Published

Event title

2008 International Conference on Computer Science and Software Engineering (CSSE 2008)

Event Venue

Wuhan, China

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Date of Event (End Date)


Rights statement

Copyright 2008 IEEE

Repository Status

  • Open

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