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Books > Computing & IT > Applications of computing > Artificial intelligence
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Engineering Artificially Intelligent Systems - A Systems Engineering Approach to Realizing Synergistic Capabilities (Paperback, 1st ed. 2021)
Loot Price: R1,890
Discovery Miles 18 900
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Engineering Artificially Intelligent Systems - A Systems Engineering Approach to Realizing Synergistic Capabilities (Paperback, 1st ed. 2021)
Series: Information Systems and Applications, incl. Internet/Web, and HCI, 13000
Expected to ship within 10 - 15 working days
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Many current AI and machine learning algorithms and data and
information fusion processes attempt in software to estimate
situations in our complex world of nested feedback loops. Such
algorithms and processes must gracefully and efficiently adapt to
technical challenges such as data quality induced by these loops,
and interdependencies that vary in complexity, space, and time. To
realize effective and efficient designs of computational systems, a
Systems Engineering perspective may provide a framework for
identifying the interrelationships and patterns of change between
components rather than static snapshots. We must study cascading
interdependencies through this perspective to understand their
behavior and to successfully adopt complex system-of-systems in
society. This book derives in part from the presentations given at
the AAAI 2021 Spring Symposium session on Leveraging Systems
Engineering to Realize Synergistic AI / Machine Learning
Capabilities. Its 16 chapters offer an emphasis on pragmatic
aspects and address topics in systems engineering; AI, machine
learning, and reasoning; data and information fusion; intelligent
systems; autonomous systems; interdependence and teamwork;
human-computer interaction; trust; and resilience.
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