614 search results - page 30 / 123 » Decision Trees for Uncertain Data |
113
Voted
ICDM
2010
IEEE
14 years 12 months ago
2010
IEEE
Traditional Markov network structure learning algorithms perform a search for globally useful features. However, these algorithms are often slow and prone to finding local optima d...
98
Voted
JDWM
2007
15 years 1 months ago
2007
This article presents a new evolutionary algorithm (EA) for induction of mixed decision trees. In nonterminal nodes of a mixed tree, different types of tests can be placed, rangin...
121
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VLDB
1998
ACM
15 years 6 months ago
1998
ACM
Classification is an important problem in data mining. Given a database of records, each with a class label, a classifier generates a concise and meaningful description for each c...
109
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JORS
2010
14 years 8 months ago
2010
The Basel New Accord which is being implemented throughout the banking world on 1 January 2007 has made a significant difference to the use of modelling within financial organisat...
128
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ICCV
2011
IEEE
14 years 1 months ago
2011
IEEE
This paper introduces a new formulation for discrete image labeling tasks, the Decision Tree Field (DTF), that combines and generalizes random forests and conditional random fiel...