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» Measuring independence of datasets
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ECEASST
2010
13 years 7 months ago
Damages and Benefits of Certification: A perspective from an Independent Assessment Body
Abstract: The need of confidence that a product or service actually possesses declared behavioural / structural characteristics is the main reason for certification. It seems that ...
Mario Fusani, Eda Marchetti
RECOMB
2007
Springer
14 years 10 months ago
A Bayesian Model That Links Microarray mRNA Measurements to Mass Spectrometry Protein Measurements
Abstract. An important problem in biology is to understand correspondences between mRNA microarray levels and mass spectrometry peptide counts. Recently, a compendium of mRNA expre...
Anitha Kannan, Andrew Emili, Brendan J. Frey
BMCBI
2006
129views more  BMCBI 2006»
13 years 9 months ago
Independent Component Analysis-motivated Approach to Classificatory Decomposition of Cortical Evoked Potentials
Background: Independent Component Analysis (ICA) proves to be useful in the analysis of neural activity, as it allows for identification of distinct sources of activity. Applied t...
Tomasz G. Smolinski, Roger Buchanan, Grzegorz M. B...
TKDE
2012
278views Formal Methods» more  TKDE 2012»
12 years 5 days ago
Data Cube Materialization and Mining over MapReduce
—Computing interesting measures for data cubes and subsequent mining of interesting cube groups over massive datasets are critical for many important analyses done in the real wo...
Arnab Nandi, Cong Yu, Philip Bohannon, Raghu Ramak...
BMCBI
2007
135views more  BMCBI 2007»
13 years 10 months ago
Measuring similarities between gene expression profiles through new data transformations
Background: Clustering methods are widely used on gene expression data to categorize genes with similar expression profiles. Finding an appropriate (dis)similarity measure is crit...
Kyungpil Kim, Shibo Zhang, Keni Jiang, Li Cai, In-...