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SBACPAD
2007
IEEE
128views Hardware» more  SBACPAD 2007»
14 years 1 months ago
Node Level Primitives for Parallel Exact Inference
We present node level primitives for parallel exact inference on an arbitrary Bayesian network. We explore the probability representation on each node of Bayesian networks and eac...
Yinglong Xia, Viktor K. Prasanna
CMMR
2007
Springer
181views Music» more  CMMR 2007»
14 years 1 months ago
The Artistic Play of Spatial Organization: Spatial Attributes, Scene Analysis and Auditory Spatial Schemata
Electroacoustic music lacks a definitive vocabulary for describing its spatiality. Not only does it lack a vocabulary for describing the spatial attributes of individual sound sour...
Gary S. Kendall, Mauricio Ardila
CSL
2003
Springer
14 years 23 days ago
Constraint Satisfaction with Countable Homogeneous Templates
For a fixed countable homogeneous relational structure Γ we study the computational problem whether a given finite structure of the same signature homomorphically maps to Γ. T...
Manuel Bodirsky, Jaroslav Nesetril
GECCO
2003
Springer
167views Optimization» more  GECCO 2003»
14 years 23 days ago
Dimensionality Reduction via Genetic Value Clustering
Abstract. Feature extraction based on evolutionary search offers new possibilities for improving classification accuracy and reducing measurement complexity in many data mining and...
Alexander P. Topchy, William F. Punch
NIPS
2007
13 years 9 months ago
Learning with Tree-Averaged Densities and Distributions
We utilize the ensemble of trees framework, a tractable mixture over superexponential number of tree-structured distributions [1], to develop a new model for multivariate density ...
Sergey Kirshner