3245 search results - page 386 / 649 » Mining Transformed Data Sets |
185
click to vote
ICDM
2009
IEEE
16 years 1 months ago
2009
IEEE
—The real world is composed of sets of objects that move and morph in both space and time. Useful concepts can be defined in terms of the complex interactions between the multi-...
162
click to vote
ICDM
2009
IEEE
16 years 1 months ago
2009
IEEE
—In graph-based learning models, entities are often represented as vertices in an undirected graph with weighted edges describing the relationships between entities. In many real...
173
click to vote
ICDM
2008
IEEE
16 years 1 months ago
2008
IEEE
Most existing model-based approaches to anomaly detection construct a profile of normal instances, then identify instances that do not conform to the normal profile as anomalies...
188
click to vote
ICDM
2008
IEEE
16 years 1 months ago
2008
IEEE
We propose a new statistical approach to the problem of inlier-based outlier detection, i.e., finding outliers in the test set based on the training set consisting only of inlier...
158
click to vote
ICDM
2007
IEEE
16 years 29 days ago
2007
IEEE
We present a machine learning methodology (models, algorithms, and experimental data) to discovering the agent dynamics that drive the evolution of the social groups in a communit...