articlePattern RecognitionOct 31, 2007Closed access

SVD based initialization: A head start for nonnegative matrix factorization

CBChristos BoutsidisEGEfstratios Gallopoulos

Rensselaer Polytechnic Institute · University of Patras

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Topics
Keywords
  • Initialization
  • Non-negative matrix factorization
  • Singular value decomposition
  • Matrix decomposition
  • Rank (graph theory)
  • Matrix (chemical analysis)
  • Incomplete LU factorization
  • Algorithm
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