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HPDC
2010
IEEE
13 years 9 months ago
Browsing large scale cheminformatics data with dimension reduction
Visualization of large-scale high dimensional data tool is highly valuable for scientific discovery in many fields. We present PubChemBrowse, a customized visualization tool for c...
Jong Youl Choi, Seung-Hee Bae, Judy Qiu, Geoffrey ...
AIR
2007
63views more  AIR 2007»
13 years 8 months ago
An evaluation of dimension reduction techniques for one-class classification
Santiago D. Villalba, Padraig Cunningham
CORR
2008
Springer
85views Education» more  CORR 2008»
13 years 8 months ago
Computationally Efficient Estimators for Dimension Reductions Using Stable Random Projections
The method of stable random projections is an efficient tool for computing the l distances using low memory, where 0 < 2 may be viewed as a tuning parameter. This method boil...
Ping Li
ETS
2008
IEEE
83views Hardware» more  ETS 2008»
13 years 8 months ago
Comparison of Dimension Reduction Methods for Automated Essay Grading
Tuomo Kakkonen, Niko Myller, Erkki Sutinen, Jari T...