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AI
2001
Springer
15 years 11 months ago
A Case Study for Learning from Imbalanced Data Sets
We present our experience in applying a rule induction technique to an extremely imbalanced pharmaceutical data set. We focus on using a variety of performance measures to evaluate...
Aijun An, Nick Cercone, Xiangji Huang
CORR
2008
Springer
122views Education» more  CORR 2008»
15 years 7 months ago
Strategy Improvement for Concurrent Safety Games
We consider concurrent games played on graphs. At every round of the game, each player simultaneously and independently selects a move; the moves jointly determine the transition ...
Krishnendu Chatterjee, Luca de Alfaro, Thomas A. H...
OOPSLA
2004
Springer
16 years 10 days ago
The garbage collection advantage: improving program locality
As improvements in processor speed continue to outpace improvements in cache and memory speed, poor locality increasingly degrades performance. Because copying garbage collectors ...
Xianglong Huang, Stephen M. Blackburn, Kathryn S. ...
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ECAI
2008
Springer
15 years 8 months ago
Using Natural Language Generation Technology to Improve Information Flows in Intensive Care Units
In the drive to improve patient safety, patients in modern intensive care units are closely monitored with the generation of very large volumes of data. Unless the data are further...
Jim Hunter, Albert Gatt, François Portet, E...
MOBISYS
2005
ACM
16 years 6 months ago
Improving TCP performance over wireless networks with collaborative multi-homed mobile hosts
Multi-homed mobile hosts situated in physical proximity may spontaneously team up to run high-bandwidth applications by pooling their low wireless wide-area network (WWAN) bandwid...
Kyu-Han Kim, Kang G. Shin