Structural mining of molecular biology data.

One method for discovering knowledge in structural data is the identification of common substructures, or subgraphs, within the data. Once identified, these substructures can be used to simplify the data by replacing instances of the substructure with a pointer to the newly discovered concept. The d...

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Bibliographic Details
Published in:	IEEE Engineering in medicine and biology magazine 20, 4 (2001).
Main Author:	Cook, D.J
Format:	Article
Language:	English
Subjects:	DNA databases. SUBDUE system. Abstraction over detailed structure. Biological patterns. Common substructures identification. Data compression. Graph-based tool. Hierarchical description. Inexact graph match. Knowledge discovery. Molecular biology data. Multiple passes. Protein databases. Relevant attributes. Structural mining. Structural regularities. Supervised SUBDUE.