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control and monitoring

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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) …

Control and Monitoring of Artificial Intelligence Algorithms

Ortuño, Carlos Mario Braga, Donoso, Blanca Martinez, Villanueva, Belén Muñiz

arXiv.org Artificial IntelligenceJul-24-2023

This paper elucidates the importance of governing an artificial intelligence model post-deployment and overseeing potential fluctuations in the distribution of present data in contrast to the training data. The concepts of data drift and concept drift are explicated, along with their respective foundational distributions. Furthermore, a range of metrics is introduced, which can be utilized to scrutinize the model's performance concerning potential temporal variations.

artificial intelligence algorithm, control and monitoring, machine learning

arXiv.org Artificial Intelligence

2307.13705

Genre: Research Report (0.40)

Technology: Information Technology > Artificial Intelligence > Machine Learning (0.53)

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