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HY-DBSCAN: A hybrid parallel DBSCAN clustering algorithm scalable on distributed-memory computers.
Guoqing Wu
Liqiang Cao
Hongyun Tian
Wei Wang
Published in:
J. Parallel Distributed Comput. (2022)
Keyphrases
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distributed memory
clustering algorithm
density based clustering
shared memory
density based clustering algorithm
ibm sp
multi processor
k means
spatial clustering
clustering method
multiprocessor systems
parallel implementation
data clustering
fine grain
single processor
data parallelism
scientific computing
parallel architecture
parallel computers
parallel algorithm
parallel machines
parallel processing
parallel programming
cluster analysis
arbitrary shape
parallel computing
spectral clustering
dense regions
message passing
categorical data
data partitioning
multithreading
parallel architectures
subspace clustering
multistage
computer systems
markov random field
probabilistic model
dynamic programming
np hard
computer architecture