46 search results - page 6 / 10 » Conservative Rules for Predictive Inference with Incomplete ... |
PAKDD
2005
ACM
14 years 1 months ago
2005
ACM
The usefulness of the results produced by data mining methods can be critically impaired by several factors such as (1) low quality of data, including errors due to contamination, ...
ICML
2008
IEEE
14 years 8 months ago
2008
IEEE
We propose Laplace max-margin Markov networks (LapM3 N), and a general class of Bayesian M3 N (BM3 N) of which the LapM3 N is a special case with sparse structural bias, for robus...
ROCAI
2004
Springer
14 years 25 days ago
2004
Springer
We introduce a model class for statistical learning which is based on mixtures of propositional rules. In our mixture model, the weight of a rule is not uniform over the entire ins...
JELIA
2000
Springer
13 years 11 months ago
2000
Springer
Abstract. We consider an algorithmic approach for revising inconsistent data and restoring its consistency. This approach detects the\spoiled" part of the data (i.e., the set ...
AVI
2010
13 years 9 months ago
2010
Information visualization is a powerful method for understanding and working with data. However, we still have an incomplete understanding of how people use visualization to think...