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BMCBI
2006
154views more  BMCBI 2006»
13 years 9 months ago
Analysis with respect to instrumental variables for the exploration of microarray data structures
Background: Evaluating the importance of the different sources of variations is essential in microarray data experiments. Complex experimental designs generally include various fa...
Florent Baty, Michaël Facompré, Jan Wi...
WILF
2007
Springer
147views Fuzzy Logic» more  WILF 2007»
14 years 3 months ago
Fuzzy Ensemble Clustering for DNA Microarray Data Analysis
Two major problems related the unsupervised analysis of gene expression data are represented by the accuracy and reliability of the discovered clusters, and by the biological fact ...
Roberto Avogadri, Giorgio Valentini
INFORMATICALT
2008
92views more  INFORMATICALT 2008»
13 years 9 months ago
On Structural Analysis of Parliamentarian Voting Data
We investigate applicability of quantitative methods to discover the most fundamental structural properties of the most reliable political data in Lithuania. Namely, we analyze vot...
Tomas Krilavicius, Antanas Zilinskas
ICDT
2007
ACM
148views Database» more  ICDT 2007»
14 years 3 months ago
Ask a Better Question, Get a Better Answer A New Approach to Private Data Analysis
Cryptographic techniques for reasoning about information leakage have recently been brought to bear on the classical problem of statistical disclosure control – revealing accurat...
Cynthia Dwork
BMCBI
2008
120views more  BMCBI 2008»
13 years 9 months ago
Statistical issues in the analysis of Illumina data
Background: Illumina bead-based arrays are becoming increasingly popular due to their high degree of replication and reported high data quality. However, little attention has been...
Mark J. Dunning, Nuno L. Barbosa-Morais, Andy G. L...