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129
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ICDM
2006
IEEE
15 years 11 months ago
2006
IEEE
Classification of data with imbalanced class distribution has posed a significant drawback of the performance attainable by most standard classifier learning algorithms, which ...
130
Voted
COLCOM
2005
IEEE
15 years 10 months ago
2005
IEEE
In contrast to a large body of theoretical work on computer systems, distributed systems are not idealised constructions, unconstrained by physical world limitations. They must be...
139
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ISCAS
2005
IEEE
15 years 10 months ago
2005
IEEE
— Simulated Evolution (SimE) is a sound stochastic approximation algorithm based on the principles of adaptation. If properly engineered it is possible for SimE to reach nearopti...
115
Voted
ATAL
2005
Springer
15 years 10 months ago
2005
Springer
Recent progress in Distributed Constraint Optimization Problems (DCOP) has led to a range of algorithms now available which differ in their amount of problem centralization. Probl...
153
Voted
ATAL
2005
Springer
15 years 10 months ago
2005
Springer
We examine whether and how the Multiagent Plan Coordination Problem, the problem of resolving interactions between the plans of multiple agents, can be cast as a Distributed Const...