ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
—Segmentation, the task of splitting a long sequence of discrete symbols into chunks, can provide important information about the nature of the sequence that is understandable to...
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
Sampling-based methods have previously been proposed for the problem of finding interesting associations in data, even for low-support items. While these methods do not guarantee ...
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
— In a data-mining approach, a model for estimation of Aerosol Optical Depth (AOD) from satellite observations is learned using collocated satellite and groundbased observations....
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
Recent advances in data clustering concern clustering ensembles and projective clustering methods, each addressing different issues in clustering problems. In this paper, we consi...
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
ICDM
2009
IEEE
13 years 11 months ago
2009
IEEE
—Active learning can actively select or construct examples to label to reduce the number of labeled examples needed for building accurate classifiers. However, previous works of...