3760 search results - page 147 / 752 » Logic-Based Probabilistic Modeling |
161
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AI
2006
Springer
15 years 10 months ago
2006
Springer
We propose a representation for musical chords that allows us to include domain knowledge in probabilistic models. We then introduce a graphical model for harmonization of melodies...
152
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ESANN
2007
15 years 7 months ago
2007
Mixtures of probabilistic principal component analyzers model high-dimensional nonlinear data by combining local linear models. Each mixture component is specifically designed to...
191
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ILP
2007
Springer
16 years 17 days ago
2007
Springer
Research over the past several decades in learning logical and probabilistic models has greatly increased the range of phenomena that machine learning can address. Recent work has ...
171
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AIPS
2006
15 years 7 months ago
2006
Researchers often express probabilistic planning problems as Markov decision process models and then maximize the expected total reward. However, it is often rational to maximize ...
191
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ICIP
2003
IEEE
16 years 8 months ago
2003
IEEE
A new probabilistic image segmentation model based on hypothesis testing and Gibbs Random Fields is introduced. First, a probabilistic difference measure derived from a set of hyp...