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    Chapter and Conference Paper

    Pruning Feedforward Neural Network Search Space Using Local Lipschitz Constants

    Combination of backpropagation with global search algorithms such as genetic algorithm (GA) and particle swarm optimization (PSO) has been deployed to improve the efficacy of neural network training. However, ...

    Zaiyong Tang, Kallol Bagchi, Youqin Pan in Advances in Neural Networks – ISNN 2012 (2012)

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    Chapter and Conference Paper

    Improving Population Estimation with Neural Network Models

    Intercensal and postcensal population estimates are essential in federal, state, and local governments planning and resource allocation. Traditionally, linear regression based models are widely used for projec...

    Zaiyong Tang, Caroline W. Leung, Kallol Bagchi in Advances in Neural Networks - ISNN 2006 (2006)