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CORR
2011
Springer
183views Education» more  CORR 2011»
12 years 11 months ago
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction
For large, real-world inductive learning problems, the number of training examples often must be limited due to the costs associated with procuring, preparing, and storing the tra...
Foster J. Provost, Gary M. Weiss
CORR
2011
Springer
217views Education» more  CORR 2011»
12 years 11 months ago
Interactive Execution Monitoring of Agent Teams
There is an increasing need for automated support for humans monitoring the activity of distributed teams of cooperating agents, both human and machine. We characterize the domain...
Pauline Berry, Thomas J. Lee, David E. Wilkins
CVPR
2011
IEEE
12 years 11 months ago
Internal Statistics of a Single Natural Image
Statistics of ‘natural images’ provides useful priors for solving under-constrained problems in Computer Vision. Such statistics is usually obtained from large collections of ...
Maria Zontak, Michal Irani
HPCA
2011
IEEE
12 years 11 months ago
HAQu: Hardware-accelerated queueing for fine-grained threading on a chip multiprocessor
Queues are commonly used in multithreaded programs for synchronization and communication. However, because software queues tend to be too expensive to support finegrained paralle...
Sanghoon Lee, Devesh Tiwari, Yan Solihin, James Tu...
ISCA
2011
IEEE
294views Hardware» more  ISCA 2011»
12 years 11 months ago
Moguls: a model to explore the memory hierarchy for bandwidth improvements
In recent years, the increasing number of processor cores and limited increases in main memory bandwidth have led to the problem of the bandwidth wall, where memory bandwidth is b...
Guangyu Sun, Christopher J. Hughes, Changkyu Kim, ...
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