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JMLR
2010
119views more  JMLR 2010»
12 years 11 months ago
Hubs in Space: Popular Nearest Neighbors in High-Dimensional Data
Different aspects of the curse of dimensionality are known to present serious challenges to various machine-learning methods and tasks. This paper explores a new aspect of the dim...
Milos Radovanovic, Alexandros Nanopoulos, Mirjana ...
ICML
2009
IEEE
13 years 11 months ago
Nearest neighbors in high-dimensional data: the emergence and influence of hubs
Milos Radovanovic, Alexandros Nanopoulos, Mirjana ...