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Larranaga, Pedro
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Discrete Bayesian network classifiers: a survey
Bielza C., Larrañaga P. ACM Computing Surveys 47(1): 1-43, 2014. Type: Article
Bayesian networks (BN) are used to estimate the value of one of the attributes (termed as the predicted or class attribute) of the dataset utilizing the remaining attributes (termed as predictor attribute(s)). The naive Bayes (NB) mode...
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Sep 28 2016
Multi-label classification with Bayesian network-based chain classifiers
Enrique Sucar L., Bielza C., Morales E., Hernandez-Leal P., Zaragoza J., Larrañaga P. Pattern Recognition Letters 4114-22, 2014. Type: Article
In the information age, with the paramount need to filter and extract useful information, pattern recognition and matching, a subfield of machine learning, contributes to gaining useful insights into knowledge and intelligence normally...
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Jul 3 2014
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