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PSA: Single-Pass On-Line Learning -- Learning from Unlimited Training Examples
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PSA is a step-size adjustment method for gradient-based algorithms. We showed that PSA computes a close approximation of theoretically optimal step-size in linear time with regards to the dimension of the parameter space.
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| | Project page | More software and data downloads
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AIIAGMT: Gene Mention Tagger for Biological Text Mining.
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AIIAGMT is one of the world's most accurate gene mention taggers.
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| | Web service | Mirror site at USC/ISI | Project Home
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FastSNP: SNP Prioritization by Functional Analysis -- Assessing Risk of Biomarks
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FastSNP is one of the world's most widely used SNP prioritization tools. Biomarkers identified by using FastSNP have been translated for clinical uses.
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| | Web service | More Biological Web services
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