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ICDM
2009
IEEE
126views Data Mining» more  ICDM 2009»
14 years 3 months ago
Convex Non-negative Matrix Factorization in the Wild
Abstract—Non-negative matrix factorization (NMF) has recently received a lot of attention in data mining, information retrieval, and computer vision. It factorizes a non-negative...
Christian Thurau, Kristian Kersting, Christian Bau...
COMPGEOM
2006
ACM
14 years 2 months ago
A fast k-means implementation using coresets
In this paper we develop an efficient implementation for a k-means clustering algorithm. The novel feature of our algorithm is that it uses coresets to speed up the algorithm. A ...
Gereon Frahling, Christian Sohler
GIS
2010
ACM
13 years 6 months ago
Natural neighbor interpolation based grid DEM construction using a GPU
With modern LiDAR technology the amount of topographic data, in the form of massive point clouds, has increased dramatically. One of the most fundamental GIS tasks is to construct...
Alex Beutel, Thomas Mølhave, Pankaj K. Agar...
TMM
2010
194views Management» more  TMM 2010»
13 years 3 months ago
Modeling Flickr Communities Through Probabilistic Topic-Based Analysis
Abstract--With the increased presence of digital imaging devices, there also came an explosion in the amount of multimedia content available online. Users have transformed from pas...
Radu Andrei Negoescu, Daniel Gatica-Perez
COMPUTER
2007
117views more  COMPUTER 2007»
13 years 8 months ago
Digital Technology and the Skills Shortage
ract in that they deal with sequences of sound or movement. Two social or personality skills can also be defined: Intrapersonal skill helps people perceive and control their own th...
W. Neville Holmes