Reduction techniques
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Publications (9)

1Text Categorization using Feature Projections2002  Youngjoong Ko,Jungyun Seoinstances from the training set. A large number of such reduction techniques have been proposed, including the Condensed Nearest...

2Automatic Learning of Language Model Structure2004  Kevin Duh,Katrin Kirchhoffeven when using standard smoothing and parameter reduction techniques. Recently, a new language modeling approach, called...

3Using Distributional Similarity for Lexical Expansion in Knowledgebased Word Sense Disambiguation.1 They include using vectorspace dimensionality reduction techniques like LSA (Gliozzo et al., 2005) or LDA (Cai et al...

4Learning Effective and Interpretable Semantic Models using NonNegative Sparse Embeddingy available. For each of these two dimensionality reduction techniques, one model was constructed on the basis of document...

5Using BagofConcepts to Improve the Performance of Support Vector Machines in Text Categorization2004  Magnus Sahlgren,Rickard Cöstervector space models, including those that use dimension reduction techniques such as singular value decomposition, depend on building...

6Local SpaceTime Smoothing for Version Controlled Documents2010  Seungyeon Kim,Guy Lebanontrack of the word distribution or by dimensionality reduction techniques e.g., (Fortuna et al., 2005; Havre et al., 2002; Spoerri...

7Affect Detection from Semantic Interpretation of Drama Improvisation2012  LiLi Chang,Xing Jiangknowledge and graph mining and multidimensionality reduction techniques. Generally, they employed common sense computing ...

8Dimensionality Reduction for Text using Domain Knowledge7→ Hx and proceeding with standard dimensionality reduction techniques such as PCA or tSNE. The resulting dimensionality...

9DualSpace Reranking Model for Document RetrievalGreece. Fodor, Imola K. 2002. A Survey of Dimension Reduction Techniques. http://citeseerx.ist.psu.edu/viewdoc/summary...