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» Informative sampling for large unbalanced data sets
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BMCBI
2006
130views more  BMCBI 2006»
15 years 3 months ago
Spatial normalization of array-CGH data
Background: Array-based comparative genomic hybridization (array-CGH) is a recently developed technique for analyzing changes in DNA copy number. As in all microarray analyses, no...
Pierre Neuvial, Philippe Hupé, Isabel Brito...
JBI
2007
110views Bioinformatics» more  JBI 2007»
15 years 3 months ago
FreeViz - An intelligent multivariate visualization approach to explorative analysis of biomedical data
Visualization can largely improve biomedical data analysis. It plays a crucial role in explorative data analysis and may support various data mining tasks. The paper presents Free...
Janez Demsar, Gregor Leban, Blaz Zupan
301
Voted
NAR
2011
331views Computer Vision» more  NAR 2011»
14 years 10 months ago
Community cyberinfrastructure for Advanced Microbial Ecology Research and Analysis: the CAMERA resource
The Community Cyberinfrastructure for Advanced Microbial Ecology Research and Analysis (CAMERA, http://camera.calit2.net/) is a database and associated computational infrastructur...
Shulei Sun, Jing Chen, Weizhong Li, Ilkay Altintas...
BMCBI
2008
160views more  BMCBI 2008»
15 years 3 months ago
A comparison of four clustering methods for brain expression microarray data
Background: DNA microarrays, which determine the expression levels of tens of thousands of genes from a sample, are an important research tool. However, the volume of data they pr...
Alexander L. Richards, Peter Holmans, Michael C. O...
170
Voted
ICDIM
2010
IEEE
15 years 1 months ago
Data mining and automatic OLAP schema generation
Data mining aims at extraction of previously unidentified information from large databases. It can be viewed as an automated application of algorithms to discover hidden patterns a...
Muhammad Usman, Sohail Asghar, Simon Fong