11211 search results - page 2019 / 2243 » Data Structures |
163
click to vote
AAAI
2008
15 years 8 months ago
2008
Probabilistic modeling has been a dominant approach in Machine Learning research. As the field evolves, the problems of interest become increasingly challenging and complex. Makin...
187
click to vote
AAAI
2008
15 years 8 months ago
2008
Based on Information Theory, optimal feature selection should be carried out by searching Markov blankets. In this paper, we formally analyze the current Markov blanket discovery ...
163
click to vote
FLAIRS
2007
15 years 8 months ago
2007
Ontologies are an increasingly important tool in knowledge representation, as they allow large amounts of data to be related in a logical fashion. Current research is concentrated...
210
click to vote
FLAIRS
2008
15 years 8 months ago
2008
Naive Bayesian classifiers work well in data sets with independent attributes. However, they perform poorly when the attributes are dependent or when there are one or more irrelev...
198
click to vote
USENIX
2007
15 years 8 months ago
2007
Current approaches to power management are based on operating systems with full knowledge of and full control over the underlying hardware; the distributed nature of multi-layered...