ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
The amount of text data on the Internet is growing at a very fast rate. Online text repositories for news agencies, digital libraries and other organizations currently store gigaan...
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
Being able to incorporate, inspect, and analyze data with newly developed technologies, diagnostics, and visualizations in an easy and flexible way has been a longstanding challen...
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
Multispectral remote sensing images are widely used for automated land use and land cover classification tasks. Remotely sensed images usually cover large geographical areas, and s...
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
Document classification is a key task for many text mining applications. However, traditional text classification requires labeled data to construct reliable and accurate classifie...
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
The discovery and construction of inherent regions in large spatial datasets is an important task for many research domains such as climate zoning, eco-region analysis, public heal...
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
Climate change has been a challenging and urgent research problem for many related research fields. Climate change trends and patterns are complex, which may involve many factors a...