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UAI
1998
13 years 11 months ago
The Bayesian Structural EM Algorithm
In recent years there has been a flurry of works on learning Bayesian networks from data. One of the hard problems in this area is how to effectively learn the structure of a beli...
Nir Friedman
CVPR
2006
IEEE
14 years 12 months ago
Automatic Kinematic Chain Building from Feature Trajectories of Articulated Objects
We investigate the problem of learning the structure of an articulated object, i.e. its kinematic chain, from feature trajectories under affine projections. We demonstrate this po...
Jingyu Yan, Marc Pollefeys
KDD
2009
ACM
179views Data Mining» more  KDD 2009»
14 years 4 months ago
Identifying graphs from noisy and incomplete data
There is a growing wealth of data describing networks of various types, including social networks, physical networks such as transportation or communication networks, and biologic...
Galileo Mark S. Namata Jr., Lise Getoor
RECOMB
2003
Springer
14 years 10 months ago
Large scale reconstruction of haplotypes from genotype data
Critical to the understanding of the genetic basis for complex diseases is the modeling of human variation. Most of this variation can be characterized by single nucleotide polymo...
Eleazar Eskin, Eran Halperin, Richard M. Karp
CORR
2010
Springer
140views Education» more  CORR 2010»
13 years 6 months ago
Runtime-Flexible Multi-dimensional Arrays and Views for C++98 and C++0x
Multi-dimensional arrays are among the most fundamental and most useful data structures of all. In C++, excellent template libraries exist for arrays whose dimension is fixed at ru...
Björn Andres, Ullrich Köthe, Thorben Kr&...