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» An Algebraic Approach to Data Mining: Some Examples
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ICDM
2006
IEEE
76views Data Mining» more  ICDM 2006»
16 years 4 days ago
How Bayesians Debug
Manual debugging is expensive. And the high cost has motivated extensive research on automated fault localization in both software engineering and data mining communities. Fault l...
Chao Liu 0001, Zeng Lian, Jiawei Han
SDM
2009
SIAM
129views Data Mining» more  SDM 2009»
16 years 3 months ago
Multi-topic Based Query-Oriented Summarization.
Query-oriented summarization aims at extracting an informative summary from a document collection for a given query. It is very useful to help users grasp the main information rel...
Dewei Chen, Jie Tang, Limin Yao
WISE
2007
Springer
16 years 10 days ago
Providing Personalized Mashups Within the Context of Existing Web Applications
There is an increasing tendency for Web applications to open their data silos and make them available through APIs and RSS-based mechanisms. This permits third parties to tap on th...
Oscar Díaz, Sandy Pérez, Iñak...
166
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ICML
2008
IEEE
16 years 6 months ago
Topologically-constrained latent variable models
In dimensionality reduction approaches, the data are typically embedded in a Euclidean latent space. However for some data sets this is inappropriate. For example, in human motion...
Raquel Urtasun, David J. Fleet, Andreas Geiger, Jo...
BMCBI
2005
135views more  BMCBI 2005»
15 years 6 months ago
A robust two-way semi-linear model for normalization of cDNA microarray data
Background: Normalization is a basic step in microarray data analysis. A proper normalization procedure ensures that the intensity ratios provide meaningful measures of relative e...
Deli Wang, Jian Huang, Hehuang Xie, Liliana Manzel...