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incorporating expert judgement

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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) …

Incorporating Expert Judgement into Bayesian Network Machine Learning

Zhou, Yun (Queen Mary University of London) | Fenton, Norman (Queen Mary University of London) | Neil, Martin (Queen Mary University of London) | Zhu, Cheng (National University of Defense Technology)

AAAI ConferencesAug-3-2013

We review the challenges of Bayesian network learning, especially parameter learning, and specify the problem of learning with sparse data. We explain how it is possible to incorporate both qualitative knowledge and data with a multinomial parameter learning method to achieve more accurate predictions with sparse data.

bayesian network machine learning, incorporating expert judgement

AAAI Conferences

Twenty-Third International Joint Conference on Artificial Intelligence

Technology:

Information Technology > Artificial Intelligence > Machine Learning > Learning Graphical Models > Directed Networks > Bayesian Learning (0.89)
Information Technology > Artificial Intelligence > Representation & Reasoning > Uncertainty > Bayesian Inference (0.60)

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