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» An Empirical Evaluation of LFG-DOP
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EMNETS
2007
15 years 5 months ago
Software-based on-line energy estimation for sensor nodes
Energy is of primary importance in wireless sensor networks. By being able to estimate the energy consumption of the sensor nodes, applications and routing protocols are able to m...
Adam Dunkels, Fredrik Österlind, Nicolas Tsif...
98
Voted
IJCAI
2003
15 years 3 months ago
AUC: a Statistically Consistent and more Discriminating Measure than Accuracy
Predictive accuracy has been used as the main and often only evaluation criterion for the predictive performance of classification learning algorithms. In recent years, the area ...
Charles X. Ling, Jin Huang, Harry Zhang
IJSEKE
2000
111views more  IJSEKE 2000»
15 years 1 months ago
An Approach to Quantitative Software Architecture Sensitivity Analysis
Software architectures are often claimed to be robust. However, there is no explicit and concrete definition of software architecture robustness. This paper gives a definition of ...
Chung-Horng Lung, Kalai Kalaichelvan
AAAI
2006
15 years 3 months ago
Bayesian Reputation Modeling in E-Marketplaces Sensitive to Subjectivity, Deception and Change
We present a model for buying agents in e-marketplaces to interpret evaluations of sellers provided by other buying agents, known as advisors. The interpretation of seller evaluat...
Kevin Regan, Pascal Poupart, Robin Cohen
123
Voted
ICML
2003
IEEE
16 years 2 months ago
Boosting Lazy Decision Trees
This paper explores the problem of how to construct lazy decision tree ensembles. We present and empirically evaluate a relevancebased boosting-style algorithm that builds a lazy ...
Xiaoli Zhang Fern, Carla E. Brodley