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Datascope: Mining Biological Sequences
November/December 1999 (vol. 14 no. 6)
pp. 38-43
This paper describes a methodology for building intelligent systems for mining biological sequences. The approach formalizes several key aspects of major bioinformatics systems that provide a functional annotation of newly sequenced genomes. The framework provides a high-level notation for specifying global genome structure, learning mechanisms for discovering genes, associating a function with hypothetical genes, and learning models for regulatory elements.
Index Terms:
data mining, machine learning, computational genomics, bioinformatics
Citation:
Simon Kasif, "Datascope: Mining Biological Sequences," IEEE Intelligent Systems, vol. 14, no. 6, pp. 38-43, Nov.-Dec. 1999, doi:10.1109/MIS.1999.10031
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