Engineering Artificially Intelligent Systems / Lecture Notes in Computer Science Bd.13000 (PDF)
A Systems Engineering Approach to Realizing Synergistic Capabilities
(Sprache: Englisch)
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...
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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
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.
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.
The chapter "How Interdependence Explains the World of Team work" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Bibliographische Angaben
- 2021, 1st ed. 2021, 281 Seiten, Englisch
- Herausgegeben: William F. Lawless, James Llinas, Donald A. Sofge, Ranjeev Mittu
- Verlag: Springer International Publishing
- ISBN-10: 3030893855
- ISBN-13: 9783030893859
- Erscheinungsdatum: 16.11.2021
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
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- Größe: 27 MB
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Sprache:
Englisch
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