Health Discovery Corporation

Edward P Reiss

Isabelle Guyon

Jason Aaron Edward Weston

René Doursat

David Dolan Lewis

The data mining platform comprises a plurality of system modules, each formed from a plurality of components. Each module has an input data component, a data analysis engine for processing the input data, an output data component for outputting the results of the data analysis, and a web server to access and monitor the other modules within the unit and to provide communication to other units. Each module processes a different type of data, for example, a first module processes microarray (gene expression) data while a second module processes biomedical literature on the Internet for information supporting relationships between genes and diseases and gene functionality. In the preferred embodiment, the data analysis engine is a kernel-based learning machine, and in particular, one or more support vector machines (SVMs). The data analysis engine includes a pre-processing function for feature selection, for reducing the amount of data to be processed by selecting the optimum number of attributes, or 'features', relevant to the information to be discovered.

Data mining platform for knowledge discovery from heterogeneous data types and/or heterogeneous data sources

Data mining platform for bioinformatics and other knowledge discovery

The data mining platform comprises a plurality of system modules (), each formed from a plurality of components. Each module has an input data component (), a data analysis engine () for processing the input data, an output data component () for outputting the results of the data analysis, and a web server () to access and monitor the other modules within the unit and to provide communication to other units. Each module processes a different type of data, for example, a first module processes microarray (gene expression) data while a second module processes biomedical literature on the Internet for information supporting relationships between genes and diseases and gene functionality.

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San Francisco, CA, United States of America

Edward P Reiss