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SWINN: Efficient nearest neighbor search in sliding windows using graphs.
Saulo Martiello Mastelini
Bruno Veloso
Max Halford
André Carlos Ponce de Leon Ferreira de Carvalho
João Gama
Published in:
Inf. Fusion (2024)
Keyphrases
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sliding window
nearest neighbor search
space efficient
data streams
limited memory
nearest neighbor
image retrieval
variable size
fixed size
feature space
high dimensional
database
continuous queries
index structure
exponential decay
window size
cost model
knn
data model
feature selection
data sets