123 search results - page 5 / 25 » Bayesian Algorithms for Causal Data Mining |
ISMDA
2001
Springer
15 years 7 months ago
2001
Springer
In recent years, a number of algorithms have been developed for learning the structure of Bayesian networks from data. In this paper we apply some of these algorithms to a realist...
107
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KDD
2004
ACM
16 years 3 months ago
2004
ACM
The paper presents a method for pruning frequent itemsets based on background knowledge represented by a Bayesian network. The interestingness of an itemset is defined as the abso...
143
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ECAI
2004
Springer
15 years 8 months ago
2004
Springer
A Bayesian network is an appropriate tool to deal with the uncertainty that is typical of real-life applications. Bayesian network arcs represent statistical dependence between dif...
118
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FLAIRS
2003
15 years 4 months ago
2003
This paper presents a number of new algorithms for discovering the Markov Blanket of a target variable T from training data. The Markov Blanket can be used for variable selection ...
122
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KDD
2003
ACM
16 years 3 months ago
2003
ACM
Because of practical limits in characterizing the safety profiles of therapeutic products prior to marketing, manufacturers and regulatory agencies perform post-marketing surveill...