A Proposal Based on Instance Typicality for Dealing with Nominal Attribute Values in Instance-Based Learning Environments

Author:

Gonçalves S. V.,Nicoletti M. C.

Publisher

Springer International Publishing

Reference17 articles.

1. Aha, D.W., Kibler, D., Albert, M.K.: Instance-based learning algorithms. Mach. Learn. 6, 37–66 (1991)

2. Aha, D.W.: Lazy Learning. Springer, Dordrecht (2013)

3. Alcalá-Fdez, J., Fernandez, A., Luengo, J., Derrac, J., García, S., Sánchez, L., Herrera, F.: KEEL data-mining software tool: data set repository, integration of algorithms and experimental analysis framework. J. Multiple-Valued Log. Soft Comput. 17, 255–287 (2011). https://sci2s.ugr.es/keel/datasets.php

4. Barsalou, L.: Ideals, central tendency, and frequency of instantiation as determinants of graded structure in categories. J. Exp. Psychol.: Learn. Memory Cogn. 11, 624–629 (1985)

5. Berthold, M.R., Borgelt, C., Höppner, F., Klawonn, F.: Guide to Intelligent Data Analysis. Springer (2010)

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