HDBSCAN: Density based Clustering over Location Based Services

Linear clustering of objects with multiple attributes

H. V. Jagadish · 1990

Earlier work this paper cites.

A density-based algorithm for discovering clusters in large spatial databases with noise

M. Ester, H.-P. Kriegel, J. Sander, and X. Xu · 1996

Earlier work this paper cites.

An efficient approach to clustering in large multimedia databases with noise

A. Hinneburg and D. A. Keim · 1998

Earlier work this paper cites.

Chameleon: Hierarchical clustering using dynamic modeling

G. Karypis, E.-H. Han, and V. Kumar · 1999

Earlier work this paper cites.

On clustering validation techniques

M. Halkidi, Y. Batistakis, and M. Vazirgiannis · 2001

Earlier work this paper cites.

Analysis of the clustering properties of the hilbert space-filling curve

B. Moon, H. V. Jagadish, C. Faloutsos, and J. H. Saltz · 2001

Earlier work this paper cites.

Analysis of multi-dimensional space-filling curves

M. F. Mokbel, W. G. Aref, and I. Kamel · 2003

Cited alongside, same era.

A survey of clustering data mining techniques

P. Berkhin · 2006

Cited alongside, same era.

Border: efficient computation of boundary points

C. Xia, W. Hsu, M. L. Lee, and B. C. Ooi · 2006

Cited alongside, same era.

Brim: An efficient boundary points detecting algorithm

B.-Z. Qiu, F. Yue, and J.-Y. Shen · 2007

Cited alongside, same era.

Sampling hidden objects using nearest-neighbor oracles

N. Dalvi, R. Kumar, A. Machanavajjhala, and V. Rastogi · 2011

Cited alongside, same era.

http://www.census.gov/2010census/data/

Cited in the paper.

Dissecting foursquare venue popularity via random region sampling

Y. Li, M. Steiner, L. Wang, Z.-L. Zhang, and J. Bao · 2012

Later among the works it cites.

An efficient sampling method for characterizing points of interests on maps

P. Wang and et.al · 2014

Later among the works it cites.

Optimality of clustering properties of space-filling curves

P. Xu and S. Tirthapura · 2014

Later among the works it cites.

Aggregate estimations over location based services

W. Liu, M. F. Rahman, S. Thirumuruganathan, N. Zhang, and G. Das · 2015

Later among the works it cites.

Crawling hidden objects with kNN queries

Original

H. Yan, Z. Gong, N. Zhang, T. Huang, H. Zhong, and J. Wei · 2016

Closest in time.