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bayesian network classifier and application

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Feature Relevance in Bayesian Network Classifiers and Application to Image Event Recognition

Allili, Mohand Said (Université du Québec en Outaouais) | Bacha, Siham (Saad Dahlab University, Blida)

AAAI ConferencesMay-16-2017

An important problem in Bayesian networks classifiers (BNC) is to discover relevant variables that can achieve optimal classification performance. We propose a method based on Bayesian inference for estimating and incorporating feature relevance in classification using BNCs. We empirically validate our method on an application to event recognition in natural images using object and scene information.

artificial intelligence, bayesian network classifier and application, machine learning, (2 more...)

AAAI Conferences

The Thirtieth International Flairs Conference

Technology: Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (1.00)

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