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CLOUDCOM
2010
Springer
15 years 3 months ago
A Study in Hadoop Streaming with Matlab for NMR Data Processing
Applying Cloud computing techniques for analyzing large data sets has shown promise in many data-driven scientific applications. Our approach presented here is to use Cloud comput...
Kalpa Gunaratna, Paul Anderson, Ajith Ranabahu, Am...
MIE
2008
137views Healthcare» more  MIE 2008»
15 years 6 months ago
Analysis of EHRs for research, quality management and health politics
Lifelong electronic health records can supply valuable information for research, quality management and health politics in addition to supporting treatment of patients. Based on ex...
Walter Gall, Wilfried Grossmann, Georg Duftschmid,...
BMCBI
2005
110views more  BMCBI 2005»
15 years 5 months ago
Considerations when using the significance analysis of microarrays (SAM) algorithm
Background: Users of microarray technology typically strive to use universally acceptable data analysis strategies to determine significant expression changes in their experiments...
Ola Larsson, Claes Wahlestedt, James A. Timmons
JMLR
2010
144views more  JMLR 2010»
14 years 12 months ago
Practical Approaches to Principal Component Analysis in the Presence of Missing Values
Principal component analysis (PCA) is a classical data analysis technique that finds linear transformations of data that retain the maximal amount of variance. We study a case whe...
Alexander Ilin, Tapani Raiko
GIS
2009
ACM
15 years 9 months ago
GeoDec: a multi-layered query processing framework for spatio-temporal data
Harnessing the potential of today’s ever growing and dynamic geospatial data requires the development of novel visual analysis interfaces, tools and technologies. In this paper,...
Luciano Nocera, Arjun Rihan, Songhua Xing, Ali Kho...