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» On quantum statistics in data analysis
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ICDM
2007
IEEE
104views Data Mining» more  ICDM 2007»
15 years 5 months ago
Secure Logistic Regression of Horizontally and Vertically Partitioned Distributed Databases
Privacy-preserving data mining (PPDM) techniques aim to construct efficient data mining algorithms while maintaining privacy. Statistical disclosure limitation (SDL) techniques a...
Aleksandra B. Slavkovic, Yuval Nardi, Matthew M. T...
KDD
2006
ACM
156views Data Mining» more  KDD 2006»
15 years 11 months ago
Detecting outliers using transduction and statistical testing
Outlier detection can uncover malicious behavior in fields like intrusion detection and fraud analysis. Although there has been a significant amount of work in outlier detection, ...
Daniel Barbará, Carlotta Domeniconi, James ...
BMCBI
2008
141views more  BMCBI 2008»
14 years 11 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
BMCBI
2008
97views more  BMCBI 2008»
14 years 11 months ago
Comparison study on k-word statistical measures for protein: From sequence to 'sequence space'
Background: Many proposed statistical measures can efficiently compare protein sequence to further infer protein structure, function and evolutionary information. They share the s...
Qi Dai, Tian-Ming Wang
BMCBI
2006
153views more  BMCBI 2006»
14 years 10 months ago
2DDB - a bioinformatics solution for analysis of quantitative proteomics data
Background: We present 2DDB, a bioinformatics solution for storage, integration and analysis of quantitative proteomics data. As the data complexity and the rate with which it is ...
Lars Malmström, György Marko-Varga, Guni...