The Use of the Concept of “Typical Process” in Machine Learning and Artificial Intelligence Systems

The Use of the Concept of “Typical Process” in Machine Learning and Artificial Intelligence Systems

Typical processes are a fundamental invariant of many natural and artificial systems. The purpose of a typical process is to maintain homeostasis in the system. The system is in this case an information control network (ICN) with three generations of objects (the central network object acts as a tea...

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Bibliographic Details
Main Authors: Villiam Sarian, Alexander Rusakov, Anatoly Petrovich Nazarenko, Dmitry Dubnov
Format: Article
Language:Russian
Published: The Fund for Promotion of Internet media, IT education, human development «League Internet Media» 2019-09-01
Series:Современные информационные технологии и IT-образование
Subjects:
artificial intelligence
fast-slow dynamic system
homeostasis
information management network
semantic space
emantic anomaly
predictor-corrector scheme
typical process
machine learning
semantic anomaly
supervised learning
trajectories-ducks
tubes of trajectories
Online Access:http://sitito.cs.msu.ru/index.php/SITITO/article/view/555

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http://sitito.cs.msu.ru/index.php/SITITO/article/view/555

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