1640 search results - page 59 / 328 » Conditional Independence Trees |
117
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NIPS
1997
15 years 3 months ago
1997
We address the problem of learning structure in nonlinear Markov networks with continuous variables. This can be viewed as non-Gaussian multidimensional density estimation exploit...
108
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ISIPTA
2003
IEEE
15 years 7 months ago
2003
IEEE
Independence models induced by some uncertainty measures (e.g. conditional probability, possibility) do not obey the usual graphoid properties, since they do not satisfy the symme...
127
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KDD
2003
ACM
16 years 2 months ago
2003
ACM
Classification trees are widely used in the machine learning and data mining communities for modeling propositional data. Recent work has extended this basic paradigm to probabili...
132
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CP
1997
Springer
15 years 6 months ago
1997
Springer
Feature trees have been used to accommodate records in constraint programming and record like structures in computational linguistics. Feature trees model records, and feature cons...
142
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AUSDM
2008
Springer
15 years 4 months ago
2008
Springer
Accurate and less invasive personalized predictive medicine can spare many breast cancer patients from receiving complex surgical biopsies, unnecessary adjuvant treatments and its...