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Comparison of Independent Component Analysis and Singular Value Decomposition in Word Context Analysis

, and . (2005)

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The conclusion is that the ICA-based features correspond to the human intuitions much more closely than the SVD-based features not only in a visual inspection but also in a systematic and principled comparison.

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