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cs.LG2023
A unified weighting framework for evaluating nearest neighbour classification
Oliver Urs Lenz, Henri Bollaert, Chris Cornelis
We present the first comprehensive and large-scale evaluation of classical (NN), fuzzy (FNN) and fuzzy rough (FRNN) nearest neighbour classification. We standardise existing propos…
cs.LG2023
Classifying token frequencies using angular Minkowski -distance
Oliver Urs Lenz, Chris Cornelis
Angular Minkowski -distance is a dissimilarity measure that is obtained by replacing Euclidean distance in the definition of cosine dissimilarity with other Minkowski -distan…