3365 search results - page 220 / 673 » Multidimensional Data Modeling for Complex Data |
193
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ICMCS
2005
IEEE
16 years 9 days ago
2005
IEEE
In this paper, we propose a novel technique for modelbased recognition of complex object motion trajectories using Gaussian Mixture Models (GMM). We build our models on Principal ...
172
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DAGM
2004
Springer
16 years 2 days ago
2004
Springer
We present an approach to discretizing multivariate continuous data while learning the structure of a graphical model. We derive the joint scoring function from the principle of p...
152
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CIMCA
2006
IEEE
15 years 10 months ago
2006
IEEE
Structure identification is one of the most significant steps in Fuzzy modeling of a complex system. Efficient structure identification requires good approximation of the effectiv...
168
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ICDM
2006
IEEE
16 years 22 days ago
2006
IEEE
Sequence data are abundant in application areas such as computational biology, environmental sciences, and telecommunications. Many real-life sequences have a strong segmental str...
196
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ICPR
2004
IEEE
16 years 7 months ago
2004
IEEE
Model selection in unsupervised learning is a hard problem. In this paper a simple selection criterion for hyperparameters in one-class classifiers (OCCs) is proposed. It makes us...