System and method for selecting a training sample from a...

Data processing: artificial intelligence – Knowledge processing system – Creation or modification

Reexamination Certificate

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Reexamination Certificate

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07844567

ABSTRACT:
Described are a system and method for selecting a training sample from a sample set. The method comprises determining proximities between all data samples in a set of the data samples, forming edges between the data samples as a function of the proximities, computing weights for the edges as a function of the proximities, selecting a plurality of the data samples as a function of the weights to form a subset of the data samples, and storing the subset of the data samples.

REFERENCES:
Carlson et al. “Gene connectivity, function, and sequence conservation: predictions from modular yeast co-expression networks”, BMC Genomics2006, 7:40, pp. 1-15.
Eisen et al. “Cluster analysis and display of genome-wide expression patterns”, Proc. Natl. Acad. Sci. USA, vol. 95, pp. 14863-14868, Dec. 1998, Genetics.
Pereira-Leal et al. “An Exponential Core in the Heart of the Yeast Protein Interaction Network”, Molecular Biology and Evolution, vol. 22, No. 3, pp. 421-425.

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