708 search results - page 1 / 142 » Improving Mining Quality by Exploiting Data Dependency |
PAKDD
2005
ACM
13 years 9 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, ...
ECAI
2004
Springer
13 years 9 months ago
2004
Springer
A Bayesian network is an appropriate tool to deal with the uncertainty that is typical of real-life applications. Bayesian network arcs represent statistical dependence between dif...
WSDM
2010
ACM
14 years 1 months ago
2010
ACM
In information retrieval, relevance of documents with respect to queries is usually judged by humans, and used in evaluation and/or learning of ranking functions. Previous work ha...
KDD
1997
ACM
13 years 8 months ago
1997
ACM
ICDM
2003
IEEE
13 years 9 months ago
2003
IEEE
Predictive data mining typically relies on labeled data without exploiting a much larger amount of available unlabeled data. The goal of this paper is to show that using unlabeled...