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In this paper, we used max-min distance method to determine Kohonen Network' initial weights, as well as introduced energy function as the convergence condition of network, and as such improved Kohonen network' unsupervised-learning algorithm. We then used the improved Kohonen' learning algorithm combined with penalty formula to carry out supervised classification of remote sensing data. Experiments...
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