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DBSCAN

Density-based spatial clustering of applications with noise (DBSCAN) is a data clustering algorithm proposed by Martin Ester, Hans-Peter Kriegel, J… 
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Discovering co-occurrence patterns of heterogeneous events from unevenly-distributed spatiotemporal data
Spatiotemporal co-occurrence patterns represent subsets of event features that are often located together in space and time… 
2016
2016
AUTOMATIC ROAD SIGN INVENTORY USING MOBILE MAPPING SYSTEMS
The periodic inspection of certain infrastructure features plays a key role for road network safety and preservation, and for… 
2015
2015
Fuzzy joint points based clustering algorithms for large data sets
2015
2015
Clustering improved grid map registration using the normal distribution transform
Grid map registration is an important field in mobile robotics. Applications in which multiple robots are involved benefit from… 
2015
2015
Utilizing many-core accelerators for halo and center finding within a cosmology simulation
Efficiently finding and computing statistics about “halos” (regions of high density) are essential analysis steps for N-body… 
2013
2013
Density-Based Spatiotemporal Clustering Algorithm for Extracting Bursty Areas from Georeferenced Documents
Nowadays, with the increasing attention being paid to social media, a huge number of georeferenced documents, which include… 
2012
2012
Design and evaluation of decentralized online clustering
Ensuring the efficient and robust operation of distributed computational infrastructures is critical, given that their scale and… 
2011
2011
A scalable collaborative recommender algorithm based on user density-based clustering
Recommender systems play an important role in online activities by making personalized recommendations to users, as finding what… 
2009
2009
V3COCA: An effective clustering algorithm for complicated objects and its application in breast cancer research and diagnosis
Highly Cited
2007
Highly Cited
2007
Logic Programming to Address Issues of the Semantic Web
The size of the Web and its increase rate made it cumber-some to locate high precision results to a requested piece of… 
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