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Recently, an interpretation of the whitened cosine similarity measure as a Bayes decision rule was proposed . This communication makes the observation that some of the distributional assumptions made to derive this measure are very restrictive and, considered simultaneously even inconsistent.
Pattern Analysis and Machine Intelligence, IEEE Transactions on (Volume:30 , Issue: 6 )
Date of Publication: June 2008