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96
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ICDE
2006
IEEE
174views Database» more  ICDE 2006»
15 years 6 months ago
The Center for Plasma Edge Simulation Workflow Requirements
The Center for Plasma Edge Simulation (CPES) is a recently funded prototype Fusion Simulation Project, which is part of the DOE SciDAC program. Our center is developing a novel in...
Scott Klasky, Bertram Ludäscher, Manish Paras...
82
Voted
ICDM
2006
IEEE
92views Data Mining» more  ICDM 2006»
15 years 6 months ago
Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams
Data stream values are often associated with multiple aspects. For example, each value from environmental sensors may have an associated type (e.g., temperature, humidity, etc) as...
Jimeng Sun, Spiros Papadimitriou, Philip S. Yu
ICDM
2006
IEEE
107views Data Mining» more  ICDM 2006»
15 years 6 months ago
Improving Grouped-Entity Resolution Using Quasi-Cliques
The entity resolution (ER) problem, which identifies duplicate entities that refer to the same real world entity, is essential in many applications. In this paper, in particular,...
Byung-Won On, Ergin Elmacioglu, Dongwon Lee, Jaewo...
122
Voted
ICDM
2006
IEEE
119views Data Mining» more  ICDM 2006»
15 years 6 months ago
Fast On-line Kernel Learning for Trees
Kernel methods have been shown to be very effective for applications requiring the modeling of structured objects. However kernels for structures usually are too computational dem...
Fabio Aiolli, Giovanni Da San Martino, Alessandro ...
109
Voted
ICDM
2006
IEEE
139views Data Mining» more  ICDM 2006»
15 years 6 months ago
Privacy Preserving Nearest Neighbor Search
Data mining is frequently obstructed by privacy concerns. In many cases data is distributed, and bringing the data together in one place for analysis is not possible due to privac...
Mark Shaneck, Yongdae Kim, Vipin Kumar