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DC
2010
15 years 7 months ago
Model checking transactional memories
Model checking software transactional memories (STMs) is difficult because of the unbounded number, length, and delay of concurrent transactions and the unbounded size of the memo...
Rachid Guerraoui, Thomas A. Henzinger, Vasu Singh
CSDA
2008
128views more  CSDA 2008»
15 years 7 months ago
Classification tree analysis using TARGET
Tree models are valuable tools for predictive modeling and data mining. Traditional tree-growing methodologies such as CART are known to suffer from problems including greediness,...
J. Brian Gray, Guangzhe Fan
189
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DATAMINE
2008
143views more  DATAMINE 2008»
15 years 7 months ago
Automatically countering imbalance and its empirical relationship to cost
Learning from imbalanced datasets presents a convoluted problem both from the modeling and cost standpoints. In particular, when a class is of great interest but occurs relatively...
Nitesh V. Chawla, David A. Cieslak, Lawrence O. Ha...
ADHOC
2006
97views more  ADHOC 2006»
15 years 7 months ago
A probabilistic algorithm for efficient and robust data propagation in wireless sensor networks
We study the problem of data propagation in sensor networks, comprised of a large number of very small and low-cost nodes, capable of sensing, communicating and computing. The dis...
Ioannis Chatzigiannakis, Tassos Dimitriou, Sotiris...
ADHOC
2006
86views more  ADHOC 2006»
15 years 7 months ago
Energy considerations for topology-unaware TDMA MAC protocols
Since the energy budget of mobile nodes is limited, the performance of a networking protocol for such users should be evaluated in terms of its energy efficiency, in addition to t...
Konstantinos Oikonomou, Ioannis Stavrakakis
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