Cite this paper
nullS. LITTLE, S. COLANTONIO, O. SALVETTI and P. PERNER, "Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications," Journal of Software Engineering and Applications
, Vol. 3 No. 1, 2010, pp. 39-49. doi: 10.4236/jsea.2010.31005
 A. Asuncion and D. J. Newman. “UCI machine learning repository,”[http://www.ics.uci.edu/~mlearn/MLReposit-ory.html] University of California, School of Informa-
tion and Computer Science, Irvine, CA, 2007.
C. L. Chang, “Finding prototypes for nearest neighbor classifiers,” IEEE Transactions on Computers, Vol. C-23, No. 11, pp. 1179–1184, 1974.
P. Perner, “Data mining on multimedia data,” Springer Verlag, lncs 2558, 2002.
D. Wettschereck and D. W. Aha, “Weighting Features,” M. Veloso and A. Aamodt, in Case-Based Reasoning Research and Development, M. lncs 1010, Springer- Verlag, Berlin Heidelberg, pp. 347–358, 1995.
D. W. Aha, D. Kibler, and M. K. Albert, “Instance-based learning algorithm,” Machine Learning, Vol. 6, No. 1, pp. 37–66, 1991.
P. Perner, “Prototype-based classification,” Applied Intel-ligence, Vol. 28, pp. 238–246, 2008.
P. Perner, U. Zscherpel, and C. Jacobsen, “A comparision between neural networks and decision trees based on data from industrial radiographic testing,” Pattern Recognition Letters, Vol. 22, pp. 47–54, 2001.
B. Smyth and E. McKenna, “Modelling the competence of case-bases,” in Advances in Case-Based Reasoning, 4th European Workshop, Dublin, Ireland, pp. 208–220. 1998,
I. H. Witten and E. Frank, Data Mining: Practical ma-chine learning tools and techniques, 2nd Edition, Morgan Kaufmann, San Francisco, 2005.
DECISION MASTER, http://www.ibai-solutions.de.
P. Horton and K. Nakai, “Better prediction of protein cel-lular localization sites with the it k nearest neighbors clas-sifier” Proceeding of the International Conference on Intel-ligent Systems in Molecular Biology, pp. 147–152 1997.
C. A. Ratanamahatana and D. Gunopulos. “Scaling up the Naive Bayesian Classifier: Using decision trees for fea-ture selection,” in proceedings of Workshop on Data Cleaning and Preprocessing (DCAP 2002), at IEEE In-ternational Conference on Data Mining (ICDM 2002), Maebashi, Japan. 2002.