Sciweavers

3066 search results - page 592 / 614
» Data Mining for Genetics: A Genetic Algorithm Approach
Sort
View
ICDM
2009
IEEE
154views Data Mining» more  ICDM 2009»
14 years 9 months ago
GSML: A Unified Framework for Sparse Metric Learning
There has been significant recent interest in sparse metric learning (SML) in which we simultaneously learn both a good distance metric and a low-dimensional representation. Unfor...
Kaizhu Huang, Yiming Ying, Colin Campbell
KDD
2004
ACM
135views Data Mining» more  KDD 2004»
16 years 6 days ago
Discovering additive structure in black box functions
Many automated learning procedures lack interpretability, operating effectively as a black box: providing a prediction tool but no explanation of the underlying dynamics that driv...
Giles Hooker
ICDM
2008
IEEE
109views Data Mining» more  ICDM 2008»
15 years 6 months ago
Quantitative Association Analysis Using Tree Hierarchies
Association analysis arises in many important applications such as bioinformatics and business intelligence. Given a large collection of measurements over a set of samples, associ...
Feng Pan, Lynda Yang, Leonard McMillan, Fernando P...
121
Voted
TITS
2011
165views more  TITS 2011»
14 years 6 months ago
Robust Inference of Principal Road Paths for Intelligent Transportation Systems
Abstract—Over the last few years, electronic vehicle guidance systems have become increasingly more popular. However, despite their ubiquity, performance will always be subject t...
Gabriel Agamennoni, Juan Nieto, Eduardo Mario Nebo...
KDD
2012
ACM
200views Data Mining» more  KDD 2012»
13 years 2 months ago
Vertex neighborhoods, low conductance cuts, and good seeds for local community methods
The communities of a social network are sets of vertices with more connections inside the set than outside. We theoretically demonstrate that two commonly observed properties of s...
David F. Gleich, C. Seshadhri