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Engineering Artificially Intelligent Systems: A Systems Engineering Approach to Realizing Synergistic Capabilities (Lecture Notes in Computer Science Book 13000) by William F Lawless; James Llinas; Donald A Sofge; Ranjeev Mittu; AAAI Spring Symposium is a nonfiction available to read on EtoBox.
What is Engineering Artificially Intelligent Systems: A Systems Engineering Approach to Realizing Synergistic Capabilities (Lecture Notes in Computer Science Book 13000) about?
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 teamwo
Who reads Engineering Artificially Intelligent Systems: A Systems Engineering Approach to Realizing Synergistic Capabilities (Lecture Notes in Computer Science Book 13000)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- William F Lawless; James Llinas; Donald A Sofge; Ranjeev Mittu; AAAI Spring Symposium
- Publisher
- Springer International Publishing
- Published
- 2021
- Language
- EN
- ISBN
- 9783030893859
- Category
- nonfiction
- Subjects
- Engineering, Business, Computer Science
Other editions & translations
- Engineering Artificially Intelligent Systems: A Systems Engineering Approach to Realizing Synergistic Capabilities (Information Systems and Applications, incl. (2021)
- Engineering Artificially Intelligent Systems: A Systems Engineering Approach to Realizing Synergistic Capabilities (Lecture Notes in Computer Science) (2021)
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