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BMCBI
2005
105views more  BMCBI 2005»
15 years 19 days ago
SNPHunter: a bioinformatic software for single nucleotide polymorphism data acquisition and management
Background: Single nucleotide polymorphisms (SNPs) provide an important tool in pinpointing susceptibility genes for complex diseases and in unveiling human molecular evolution. S...
Lin Wang, Simin Liu, Tianhua Niu, Xin Xu
JMLR
2002
137views more  JMLR 2002»
15 years 12 days ago
The Subspace Information Criterion for Infinite Dimensional Hypothesis Spaces
A central problem in learning is selection of an appropriate model. This is typically done by estimating the unknown generalization errors of a set of models to be selected from a...
Masashi Sugiyama, Klaus-Robert Müller
ICTAC
2009
Springer
14 years 10 months ago
Integration Testing from Structured First-Order Specifications via Deduction Modulo
Testing from first-order specifications has mainly been studied for flat specifications, that are specifications of a single software module. However, the specifications of large s...
Delphine Longuet, Marc Aiguier
ICDE
2008
IEEE
120views Database» more  ICDE 2008»
16 years 2 months ago
Direct Discriminative Pattern Mining for Effective Classification
The application of frequent patterns in classification has demonstrated its power in recent studies. It often adopts a two-step approach: frequent pattern (or classification rule) ...
Hong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu
114
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SIGMOD
2005
ACM
166views Database» more  SIGMOD 2005»
16 years 26 days ago
Substructure Similarity Search in Graph Databases
Advanced database systems face a great challenge raised by the emergence of massive, complex structural data in bioinformatics, chem-informatics, and many other applications. The ...
Xifeng Yan, Philip S. Yu, Jiawei Han