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Searching for "Generalized Naive Bayes Classifiers." – sorted by Relevance.

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9 documents found, showing 1 through 9.

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Probabilistic networks and fuzzy clustering as generalizations of naive bayes classifiers
by Christian Borgelt, Heiko Timm, Rudolf Kruse — 2001 — Computational Intelligence in Theory and Practice, Advances in Soft Computing
…Probabilistic Networks and Fuzzy Clustering as Generalizations of Naive Bayes Classifiers…
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Augmenting Naive Bayes Classifiers with Statistical Language Models
by Fuchun Peng, Dale Schuurmans, Shaojun Wang — 2003
… of the standard naive Bayes text classifier. The result is a generalized naive Bayes *Most research was conducted…
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Building Classifiers using Bayesian Networks
by Nir Friedman, Moises Goldszmidt — 1996 — In Proceedings of the thirteenth national conference on artificial intelligence
… representations of probability distributions that generalize the naive Bayes classifier and explicitly represent…
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A Comparative Study of Discretization Methods for Naive-Bayes Classifiers
by Ying Yang, Geoffrey I. Webb — 2002 — In Proceedings of PKAW 2002: The 2002 Pacific Rim Knowledge Acquisition Workshop
…-interval discretization (WPKID). It is found that in general naive-Bayes classifiers trained on data preprocessed by LD…
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Text Classification Beyond the Bag-of-Words Representation
by Tobias Scheffer, Stefan Wrobel
… in fact constitute a generalization of the popular Naive Bayes algorithm, and that the number of allowed…
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8.1. Conclusions CHAPTER 8 CONCLUSIONS AND OUTLOOK
by Conclusions And Outlook
… and general mathematical description. Whereas previous researchers had generalized the Naive Bayes classifier…
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M.: Comparison of machine learning methods for intelligent tutoring systems
by Wilhelmiina Hämäläinen, Mikko Vinni — 2006 — In: Proc. of Int. Conf. in Intelligent Tutoring Systems
… striking. Bayesian multinets [3] generalize the naive Bayes classifier further. In Bayesian multinets we…
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Bayesian Mixed-Effects Models for Recommender Systems
by Michelle Keim Condliff, David D. Lewis, David Madigan — 1999 — In ACM SIGIR ’99 Workshop on Recommender Systems: Algorithms and Evaluation
… the user-level covariates. The framework is, however, quite general. The naive Bayes classifier could…
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Context-aware sensors
by Eiman Elnahrawy, Badri Nath — 2004 — In EWSN
… of the sensor. Although the Naive Bayes assumption is not true in general, “Naive" Bayes classifiers have been…
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