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Parallelizing Affinity Propagation Using Graphics Processing Units for Spatial Cluster Analysis over Big Geospatial Data

Introduced in 2007, affinity propagation (AP) is a relatively new machine learning algorithm for unsupervised classification that has seldom been applied in geospatial applications. One bottleneck is that AP could hardly handle large data, and a serial computer program would take a long time to comp...

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Detaylı Bibliyografya
Yayımlandı:Proc Annu Conf GeoComput
Yazar: Shi, Xuan
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5650075/
https://ncbi.nlm.nih.gov/pubmed/29057395
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-22786-3_32
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