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FOCS
2008
IEEE
15 years 11 months ago
A Geometric Approach to Lower Bounds for Approximate Near-Neighbor Search and Partial Match
This work investigates a geometric approach to proving cell probe lower bounds for data structure problems. We consider the approximate nearest neighbor search problem on the Bool...
Rina Panigrahy, Kunal Talwar, Udi Wieder
IPPS
2007
IEEE
15 years 11 months ago
A Portable Framework for High-Speed Parallel Producer/Consumers on Real CMP, SMT and SMP Architectures
This paper explores generating efficient, portable HighSpeed Producer Consumer (HSPC) code on current shared memory architectures: Chip Multi-Processors (CMP), Simultaneous Multi...
Richard T. Saunders, Clinton L. Jeffery, Derek T. ...
KDD
2009
ACM
156views Data Mining» more  KDD 2009»
16 years 5 months ago
Effective multi-label active learning for text classification
Labeling text data is quite time-consuming but essential for automatic text classification. Especially, manually creating multiple labels for each document may become impractical ...
Bishan Yang, Jian-Tao Sun, Tengjiao Wang, Zheng Ch...
KDD
2007
ACM
276views Data Mining» more  KDD 2007»
16 years 5 months ago
Nonlinear adaptive distance metric learning for clustering
A good distance metric is crucial for many data mining tasks. To learn a metric in the unsupervised setting, most metric learning algorithms project observed data to a lowdimensio...
Jianhui Chen, Zheng Zhao, Jieping Ye, Huan Liu
EGC
2005
Springer
15 years 10 months ago
Workflow-Oriented Collaborative Grid Portals
The paper presents how workflow-oriented, single-user Grid portals could be extended to meet the requirements of users with collaborative needs. Through collaborative Grid portals ...
Gergely Sipos, Gareth J. Lewis, Péter Kacsu...