1950 search results - page 106 / 390 » Informative sampling for large unbalanced data sets |
115
Voted
ICPR
2010
IEEE
15 years 6 months ago
2010
IEEE
A new algorithm for performing classification with imperfectly labeled data is presented. The proposed approach is motivated by the insight that the average prediction of a group ...
133
Voted
ICML
2004
IEEE
15 years 8 months ago
2004
IEEE
The paper is concerned with two-class active learning. While the common approach for collecting data in active learning is to select samples close to the classification boundary,...
159
Voted
ICAIL
2005
ACM
15 years 9 months ago
2005
ACM
Computational resources for research in legal environments have historically implied remote access to large databases of legal documents such as case law, statutes, law reviews an...
123
Voted
ACSW
2004
15 years 4 months ago
2004
Practical knowledge discovery is an iterative process. First, the experiences gained from one mining run are used to inform the parameter setting and the dataset and attribute sel...
115
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BMCBI
2006
15 years 3 months ago
2006
Background: Intensity values measured by Affymetrix microarrays have to be both normalized, to be able to compare different microarrays by removing non-biological variation, and s...