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110
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EDBT
2008
ACM
169views Database» more  EDBT 2008»
16 years 29 days ago
Efficient online top-K retrieval with arbitrary similarity measures
The top-k retrieval problem requires finding k objects most similar to a given query object. Similarities between objects are most often computed as aggregated similarities of the...
Prasad M. Deshpande, Deepak P, Krishna Kummamuru
SDM
2008
SIAM
147views Data Mining» more  SDM 2008»
15 years 2 months ago
The Asymmetric Approximate Anytime Join: A New Primitive with Applications to Data Mining
It has long been noted that many data mining algorithms can be built on top of join algorithms. This has lead to a wealth of recent work on efficiently supporting such joins with ...
Lexiang Ye, Xiaoyue Wang, Dragomir Yankov, Eamonn ...
TIP
2010
138views more  TIP 2010»
14 years 11 months ago
Motion Tuned Spatio-Temporal Quality Assessment of Natural Videos
—There has recently been a great deal of interest in the development of algorithms that objectively measure the integrity of video signals. Since video signals are being delivere...
Kalpana Seshadrinathan, Alan C. Bovik
213
Voted
GIS
2005
ACM
16 years 1 months ago
Improving the R*-tree with outlier handling techniques
The R*-tree, as a state-of-the-art spatial index, has already found its way into commercial systems like Oracle. In this paper, we aim at improving query performance of the R*tree...
Tian Xia, Donghui Zhang
126
Voted
KDD
2008
ACM
140views Data Mining» more  KDD 2008»
16 years 1 months ago
On updates that constrain the features' connections during learning
In many multiclass learning scenarios, the number of classes is relatively large (thousands,...), or the space and time efficiency of the learning system can be crucial. We invest...
Omid Madani, Jian Huang 0002