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svd dimensionality reduction  (Landauer Inc)

 
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    Landauer Inc svd dimensionality reduction
    Svd Dimensionality Reduction, supplied by Landauer Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/svd+dimensionality+reduction/svd+technique/pm17958162-193-55-58
    Average 90 stars, based on 1 article reviews
    svd dimensionality reduction - by Bioz Stars, 2026-10
    90/100 stars

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    other:

    Article Title: Extracting semantic representations from word co-occurrence statistics: a computational study.
    Article Snippet: This compares, for example, with our previous best result of 75.0% using raw probability components and the Hellinger distance metric (Levy & Bullinaria, 2001), 73.8% by Turney (2001), who used a PMI distance metric on probability components computed by search engine queries over the entire WWW, 64.4% by LSA using a much smaller corpus and SVD dimensionality reduction (Landauer & Dumais, 1997), and 64.5% as an average score by non-English speaking applicants to U.S. universities (Landauer & Dumais, 1997).



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