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» Measuring independence of datasets
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92
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BMCBI
2008
78views more  BMCBI 2008»
15 years 27 days ago
Deducing topology of protein-protein interaction networks from experimentally measured sub-networks
Background: Protein-protein interaction networks are commonly sampled using yeast two hybrid approaches. However, whether topological information reaped from these experimentallym...
Ling Yang, Thomas M. Vondriska, Zhangang Han, W. R...
ICDM
2005
IEEE
122views Data Mining» more  ICDM 2005»
15 years 6 months ago
Finding Representative Set from Massive Data
In the information age, data is pervasive. In some applications, data explosion is a significant phenomenon. The massive data volume poses challenges to both human users and comp...
Feng Pan, Wei Wang 0010, Anthony K. H. Tung, Jiong...
BMCBI
2006
116views more  BMCBI 2006»
15 years 25 days ago
Integrative missing value estimation for microarray data
Background: Missing value estimation is an important preprocessing step in microarray analysis. Although several methods have been developed to solve this problem, their performan...
Jianjun Hu, Haifeng Li, Michael S. Waterman, Xiang...
89
Voted
ICRA
2003
IEEE
109views Robotics» more  ICRA 2003»
15 years 6 months ago
Multibody motion estimation and segmentation from multiple central panoramic views
Abstract— We present an algorithm for infinitesimal motion estimation and segmentation from multiple central panoramic views. We first show that the central panoramic optical ...
Omid Shakernia, René Vidal, Shankar Sastry
91
Voted
BMCBI
2007
99views more  BMCBI 2007»
15 years 27 days ago
Stratification bias in low signal microarray studies
Background: When analysing microarray and other small sample size biological datasets, care is needed to avoid various biases. We analyse a form of bias, stratification bias, that...
Brian J. Parker, Simon Günter, Justin Bedo