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nearest neighbour classification; prototype selection

References:

[1] Devijver P. A., Kittler J.: **Pattern Recognition**. A Statistical Approach. Prentice Hall, 1982 MR 0692767 | Zbl 0624.00015

[2] Ferri F., Vidal E.: **Colour image segmentation and labelling through multiedit–condensing**. Pattern Recognition Lett. 13 (1992), 8, 561–568

[4] Gates G. W.: **The reduced nearest neighbor rule**. IEEE Trans. Inform. Theory 18 (1972), 431–433 DOI 10.1109/TIT.1972.1054809

[5] Geva S., Sitte J.: **Adaptive nearest neighbour pattern classification**. IEEE Trans. Neural Networks 2 (1991), 2, 318–322 DOI 10.1109/72.80344

[6] Hart P. E.: **The condensed nearest neighbor rule**. IEEE Trans. Inform. Theory 14 (1968), 515–516 DOI 10.1109/TIT.1968.1054155

[7] Kohonen T.: **Self–Organization and Associative Memory**. Second edition. 1988 MR 0930103 | Zbl 0659.68100

[8] Kohonen T., Kangas J., Laaksonen J., Torkkola K.: **Lvq_pak: The Learning Vector Quantization Program Package**. Technical Report, Helsinki Univ. of Tech., 1992

[9] Kraaijveld M. A., Duin R. P. W.: **On backpropagation learning of edited data sets**. In: Proc. of the Int. Neural Network Conf., 1990, pp. 741–744

[10] Lucas A. E., Kittler J.: **A comparative study of the kohonen and multiedit neural net learning algorithms**. In: 1st IEE Int. Conf. Artificial Neural Networks, 1991, pp. 7–11

[11] Wilson D. L.: **Asymptotic properties of nearest neighbor rules using edited data**. IEEE Trans. Systems Man Cybernet. 2 (1972), 3, 408–421 DOI 10.1109/TSMC.1972.4309137 | MR 0329139 | Zbl 0276.62060