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» Tempering for Bayesian C

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BMCBI
2010

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Using simple artificial intelligence methods for predicting amyloidogenesis in antibodies

13 years 7 months ago

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Background: All polypeptide backbones have the potential to form amyloid fibrils, which are associated with a number of degenerative disorders. However, the likelihood that amyloi...

Maria Pamela C. David, Gisela P. Concepcion, Eduar...

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ECSQARU
2009
Springer

117views Automated Reasoning» more ECSQARU 2009»

When in Doubt ... Be Indecisive

13 years 5 months ago

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For a presented case, a Bayesian network classifier in essence computes a posterior probability distribution over its class variable. Based upon this distribution, the classifier&#...

Linda C. van der Gaag, Silja Renooij, Wilma Steene...

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AI
2006
Springer

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Controlled generation of hard and easy Bayesian networks: Impact on maximal clique size in tree clustering

13 years 7 months ago

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This article presents and analyzes algorithms that systematically generate random Bayesian networks of varying difficulty levels, with respect to inference using tree clustering. ...

Ole J. Mengshoel, David C. Wilkins, Dan Roth

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ECSQARU
2007
Springer

89views Automated Reasoning» more ECSQARU 2007»

Inference and Learning in Multi-dimensional Bayesian Network Classifiers

14 years 1 months ago