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TVCG
2008
111views more  TVCG 2008»
13 years 9 months ago
Interactive Visual Analysis of Set-Typed Data
While it is quite typical to deal with attributes of different data types in the visualization of heterogeneous, multivariate datasets, most existing techniques still focus on the ...
Wolfgang Freiler, Kresimir Matkovic, Helwig Hauser
BMCBI
2006
374views more  BMCBI 2006»
13 years 9 months ago
AMDA: an R package for the automated microarray data analysis
Background: Microarrays are routinely used to assess mRNA transcript levels on a genome-wide scale. Large amount of microarray datasets are now available in several databases, and...
Mattia Pelizzola, Norman Pavelka, Maria Foti, Paol...
JSAI
2001
Springer
14 years 1 months ago
Basket Analysis on Meningitis Data
Basket Analysis is the most representative approach in recent study of data mining. However, it cannot be directly applied to the data including numeric data. In this paper, we cl...
Takayuki Ikeda, Takashi Washio, Hiroshi Motoda
BMCBI
2008
141views more  BMCBI 2008»
13 years 9 months ago
EzArray: A web-based highly automated Affymetrix expression array data management and analysis system
Background: Though microarray experiments are very popular in life science research, managing and analyzing microarray data are still challenging tasks for many biologists. Most m...
Yuerong Zhu, Yuelin Zhu, Wei Xu
AUSDM
2007
Springer
107views Data Mining» more  AUSDM 2007»
14 years 3 months ago
A Discriminant Analysis for Undersampled Data
One of the inherent problems in pattern recognition is the undersampled data problem, also known as the curse of dimensionality reduction. In this paper a new algorithm called pai...
Matthew Robards, Junbin Gao, Philip Charlton