14 citations · 22 across the 7 of their papers we have counts for
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cs.AI2018
Learning from Exemplars and Prototypes in Machine Learning and Psychology
Julian Zubek, Ludmila Kuncheva
This paper draws a parallel between similarity-based categorisation models developed in cognitive psychology and the nearest neighbour classifier (1-NN) in machine learning. Concei…
cs.AI2012
Pre-Selection of Independent Binary Features: An Application to Diagnosing Scrapie in Sheep
Ludmila Kuncheva, C. Whitaker, P. Cockcroft +1
Suppose that the only available information in a multi-class problem are expert estimates of the conditional probabilities of occurrence for a set of binary features. The aim is to…