The ITSC Data Mining Solutions Center is the focal
point for data mining research,
development and services at the University
of Alabama in Huntsville.
The DMSC conducts research in the areas of machine learning, phenomena
discovery and distributed
mining technologies. Particular emphasis is directed toward
problems involving large heterogeneous
spatial data sets, such as remotely sensed data.
The Data Mining Solutions Center actively pursues collaboration
in research and development in the areas of data mining and applications
of data mining.
The DMSC provides a variety of specialized applications,
services, and assistance to domain specialists in the application
of data mining technologies to specific problems.
Algorithm Development and Mining (ADaM) Toolkit, researched
and developed by the DMSC, is available to be used for advanced
data analysis and mining solutions. ADaM's component architecture
is designed to take advantage of emerging computational environments
such as the Web and information Grids. Individual ADaM operations
can execute in a stand-alone fashion, facilitating their use
in distributed and parallel processing systems. The
operations -- organized as toolkits -- provide pattern recognition,
image processing, optimization, and association rule mining