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» On Combining Dissimilarity Representations
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ICPR
2002
IEEE
16 years 5 months ago
Prototype Selection for Finding Efficient Representations of Dissimilarity Data
The nearest neighbor (NN) rule is a simple and intuitive method for solving classification problems. Originally, it uses distances to the complete training set. It performs well, ...
Elzbieta Pekalska, Robert P. W. Duin
127
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SSPR
2010
Springer
15 years 2 months ago
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure
Diana Porro-Muñoz, Robert P. W. Duin, Mauri...
ICPR
2008
IEEE
16 years 5 months ago
On refining dissimilarity matrices for an improved NN learning
Application-specific dissimilarity functions can be used for learning from a set of objects represented by pairwise dissimilarity matrices in this context. These dissimilarities m...
Elzbieta Pekalska, Robert P. W. Duin