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» On Density Based Transforms for Uncertain Data Mining
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TKDE
2010
190views more  TKDE 2010»
13 years 3 months ago
Effectively Indexing the Uncertain Space
—With the rapid development of various optical, infrared, and radar sensors and GPS techniques, there are a huge amount of multidimensional uncertain data collected and accumulat...
Ying Zhang, Xuemin Lin, Wenjie Zhang, Jianmin Wang...
PKDD
2004
Springer
105views Data Mining» more  PKDD 2004»
13 years 10 months ago
Density-Based Spatial Clustering in the Presence of Obstacles and Facilitators
Xin Wang, Camilo Rostoker, Howard J. Hamilton
PAKDD
2010
ACM
208views Data Mining» more  PAKDD 2010»
13 years 7 months ago
Efficient Pattern Mining of Uncertain Data with Sampling
Mining frequent itemsets from transactional datasets is a well known problem with good algorithmic solutions. In the case of uncertain data, however, several new techniques have be...
Toon Calders, Calin Garboni, Bart Goethals
ICDE
2008
IEEE
114views Database» more  ICDE 2008»
14 years 6 months ago
On Unifying Privacy and Uncertain Data Models
The problem of privacy-preserving data mining has been studied extensively in recent years because of the increased amount of personal information which is available to corporation...
Charu C. Aggarwal
PAMI
2002
135views more  PAMI 2002»
13 years 4 months ago
Density-Based Multiscale Data Condensation
Pabitra Mitra, C. A. Murthy, Sankar K. Pal