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| Overview | |
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| D2K - Data to Knowledge | |
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| D2K Streamline | |
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| I2K - Image to Knowledge | |
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| T2K - Text to Knowledge | |
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| E2K - Evolution to Knowledge | |
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| ThemeWeaver | |
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| Evolution Highway | |
The Automated Learning Group has developed several software environments to faciliate problems solving in a variety of data mining areas. This software is being made available through academic licenses to qualified applicants. A commercial Evaluation License may also be obtained for a fee. Follow the links below to find out further information about the software and licensing opportunities.
  D2K is a visual programming environment for building complicated data mining applications. It is available with a set of core computation modules that can be strung together to form applications . . .  Download  With the D2K-SL tool, we plan to provide a uniform interface that can be used to perform KDD on datasets ranging in size from kilobytes to terabytes. In addition, follow-on releases of D2K-SL will provide transparent access to computing resources from the desktop to the TeraGrid, enabling a new class of data mining algorithms to be explored and supported . . . Software Availability E2K targets the creation of a common shared framework for the evolutionary computation community. E2K allows users to reuse evolutionary components and connect them to create applications that fulfill the targeted needs. E2K modules provide simple computation activities such as evaluation, selection, and recombination mechanisms that when combined together create complex evolutionary computation algorithms . . . Download |
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 I2K is a suite of tools developed to accomodate the specific requirements of mining image data. These tools allow users to explore, clean, and classify their image data and work on a variety of image types . . . Software Availability T2K is a library of D2K modules that implements sophisticated algorithms for text analysis. It provides text mining and analysis capabilities that have been specially designed to operate in and capitalize upon the complex, rich, natural language domains of very large stores of text and multimedia documents. . . Download ThemeWeaver is an application that is built on top of the T2K module library. ThemeWeaver employs an intuitive user interface that guides users directly to important, isolated information typically discarded when a traditional statistical-based search engine is used . . . Software Availability Evolution Highway was developed to visualize the results of the mammalian genome comparative analysis. It is a set of D2K components created to load, correlate and map chromosome and species data to a visual chromosome metaphor for comparative analysis. It employs a zoomable user interface that allows the user to zoom in for detailed information and zoom out for an overview . . . Download |
