Pattern recognition systems
AssigneeDataShapes, Inc.
InventorJeffrey Brian Adams
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Abstract
Methods, apparatuses and systems directed to pattern identification and pattern recognition. In some particular implementations, the invention provides a flexible pattern recognition platform including pattern recognition engines that can be dynamically adjusted to implement specific pattern recognition configurations for individual pattern recognition applications. In some implementations, the present invention also provides for a partition configuration where knowledge elements can be grouped and pattern recognition operations can be individually configured and arranged to allow for multi-level pattern recognition schemes.
Claims30
A system, comprising:
- an interface configured to receive unstructured data;
- a feature extraction module configured to extract a plurality of features sets from the unstructured data;
- a pattern recognition module configured to perform learning operations by which a knowledge base is generated based on first feature sets of the plurality of feature sets, the pattern recognition module also being configured to perform recognition operations in which second features sets of the plurality of feature sets are compared to the knowledge base;
- and
- memory configured to store the knowledge base;
- wherein the interface, the feature extraction module, the pattern recognition module, and the memory are integrated in a single device.
A method, comprising:
- receiving unstructured data;
- extracting a plurality of features sets from the unstructured data;
- performing learning operations by which a knowledge base is generated based on first feature sets of the plurality of feature sets;
- performing recognition operations in which second features sets of the plurality of feature sets are compared to the knowledge base;
- and
- storing the knowledge base;
- wherein receiving the unstructured data, extracting the feature sets, performing the learning operations, performing the recognition operations, and storing the knowledge base are all performed by a single device.
Dependencies are inferred from the claim text.