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RECOMB
2007
Springer
14 years 10 months ago
An Efficient and Accurate Graph-Based Approach to Detect Population Substructure
Currently, large-scale projects are underway to perform whole genome disease association studies. Such studies involve the genotyping of hundreds of thousands of SNP markers. One o...
Srinath Sridhar, Satish Rao, Eran Halperin
ICDM
2005
IEEE
162views Data Mining» more  ICDM 2005»
14 years 3 months ago
Mining Patterns That Respond to Actions
Data mining focuses on patterns that summarize the data. In this paper, we focus on mining patterns that could change the state by responding to opportunities of actions.
Yuelong Jiang, Ke Wang, Alexander Tuzhilin, Ada Wa...
MCS
2010
Springer
13 years 12 months ago
Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems
Selecting a set of good and diverse base classifiers is essential for building multiple classifier systems. However, almost all commonly used procedures for selecting such base cla...
Wan-Jui Lee, Robert P. W. Duin, Horst Bunke
KDD
2004
ACM
125views Data Mining» more  KDD 2004»
14 years 3 months ago
A general approach to incorporate data quality matrices into data mining algorithms
Ian Davidson, Ashish Grover, Ashwin Satyanarayana,...