Nonnegative matrix factorization
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Publications (5)

1Using Three Way Data for Word Sense Discrimination2008  Tim van de Cruysa dimensionality reduction algorithm called NONNEGATIVE MATRIX FACTORIZATION is presented that combines both ‘bag of words’...

2Method Mention Extraction from Scientific Research Papers2012  Hospice Houngbo,Robert E. Mercermethod” in Sentence 1), the word technique (“Nonnegative matrix factorization technique” in Sentence 2), the word analysis...

3Unsupervised Metaphor Paraphrasing using a Vector Space Modelvector of the word accordingly. The model uses nonnegative matrix factorization (NMF) (Lee and Seung, 2000) in order to find...

4ContextEnhanced Personalized Social Summarization(2008). Personalized summarization agent using nonnegative matrix factorization. In Proceedings of the 10th Pacific Rim In...

5Multiway Tensor Factorization for Unsupervised Lexical Acquisitioncorpus. We compare our NTF model to a simple nonnegative matrix factorization (NMF) model, comparable to the unsupervised...