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BMCBI
2010
243views more  BMCBI 2010»
15 years 24 days ago
Comparative study of unsupervised dimension reduction techniques for the visualization of microarray gene expression data
Background: Visualization of DNA microarray data in two or three dimensional spaces is an important exploratory analysis step in order to detect quality issues or to generate new ...
Christoph Bartenhagen, Hans-Ulrich Klein, Christia...
105
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BMCBI
2008
95views more  BMCBI 2008»
15 years 24 days ago
Unsupervised reduction of random noise in complex data by a row-specific, sorted principal component-guided method
Background: Large biological data sets, such as expression profiles, benefit from reduction of random noise. Principal component (PC) analysis has been used for this purpose, but ...
Joseph W. Foley, Fumiaki Katagiri
112
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BMCBI
2008
138views more  BMCBI 2008»
15 years 24 days ago
M-BISON: Microarray-based integration of data sources using networks
Background: The accurate detection of differentially expressed (DE) genes has become a central task in microarray analysis. Unfortunately, the noise level and experimental variabi...
Bernie J. Daigle Jr., Russ B. Altman
89
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CCR
2010
139views more  CCR 2010»
15 years 24 days ago
Longitudinal study of BGP monitor session failures
BGP routing data collected by RouteViews and RIPE RIS have become an essential asset to both the network research and operation communities. However, it has long been speculated t...
Pei-chun Cheng, Xin Zhao, Beichuan Zhang, Lixia Zh...
CGF
2008
118views more  CGF 2008»
15 years 24 days ago
Exploratory Visualization of Animal Kinematics Using Instantaneous Helical Axes
We present novel visual and interactive techniques for exploratory visualization of animal kinematics using instantaneous helical axes (IHAs). The helical axis has been used in or...
Daniel F. Keefe, Trevor M. O'Brien, D. B. Baier, S...
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