7150 search results - page 1081 / 1430 » Graph-Based Data Mining |
107
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
—Lack of supervision in clustering algorithms often leads to clusters that are not useful or interesting to human reviewers. We investigate if supervision can be automatically tr...
99
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
— Learning Vector Quantization (LVQ) is a popular class of nearest prototype classifiers for multiclass classification. Learning algorithms from this family are widely used becau...
126
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
—It is well known that the key of Bayesian classifier learning is to balance the two important issues, that is, the exploration of attribute dependencies in high orders for ensu...
100
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
—It is well known that Web users create links with different intentions. However, a key question, which is not well studied, is how to categorize the links and how to quantify th...
113
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
Although mixed-membership models have achieved great success in unsupervised learning, they have not been widely applied to classification problems. In this paper, we propose a f...