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» Algebraic Statistics in Model Selection
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UAI
2004
13 years 6 months ago
Algebraic Statistics in Model Selection
We develop the necessary theory in computational algebraic geometry to place Bayesian networks into the realm of algebraic statistics. We present an algebra
Luis David Garcia
SIGMOD
2009
ACM
201views Database» more  SIGMOD 2009»
14 years 5 months ago
Cost based plan selection for xpath
We present a complete XPath cost-based optimization and execution framework and demonstrate its effectiveness and efficiency for a variety of queries and datasets. The framework i...
Haris Georgiadis, Minas Charalambides, Vasilis Vas...
MICCAI
2006
Springer
14 years 5 months ago
Brain Surface Conformal Parameterization with Algebraic Functions
In medical imaging, parameterized 3D surface models are of great interest for anatomical modeling and visualization, statistical comparisons of anatomy, and surface-based registrat...
Yalin Wang, Xianfeng Gu, Tony F. Chan, Paul M. Tho...
CORR
2011
Springer
180views Education» more  CORR 2011»
12 years 12 months ago
Commutative Algebra of Statistical Ranking
A model for statistical ranking is a family of probability distributions whose states are orderings of a xed nite set of items. We represent the orderings as maximal chains in a ...
Bernd Sturmfels, Volkmar Welker
CASC
2007
Springer
107views Mathematics» more  CASC 2007»
13 years 11 months ago
An Algebraic-Numeric Algorithm for the Model Selection in Kinetic Networks
Hiroshi Yoshida, Koji Nakagawa, Hirokazu Anai, Kat...