Interactive computations: toward risk management in interactive intelligent systems

Understanding the nature of interactions is regarded as one of the biggest challenges in projects related to complex adaptive systems. We discuss foundations for interactive computations in interactive intelligent systems (IIS), developed in the Wistech program and used for modeling complex systems....

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Published inNatural computing Vol. 15; no. 3; pp. 465 - 476
Main Authors Skowron, Andrzej, Jankowski, Andrzej
Format Journal Article
LanguageEnglish
Published Dordrecht Springer Netherlands 01.09.2016
Springer Nature B.V
Subjects
Algorithms
Artificial Intelligence
Complex Systems
Computation
Computer Science
Evolutionary Biology
Fires
Foundations
Fraud
Information processing
Intelligent systems
Interactive systems
Processor Architectures
Risk management
Theory of Computation
Granular computing
68T05
68T27
68T37
Rough sets
Interactive intelligent systems
Risk management
Interactive computations
Wisdom Technology
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Summary:Understanding the nature of interactions is regarded as one of the biggest challenges in projects related to complex adaptive systems. We discuss foundations for interactive computations in interactive intelligent systems (IIS), developed in the Wistech program and used for modeling complex systems. We emphasize the key role of risk management in problem solving by IIS. The considerations are based on experience gained in real-life projects concerning, e.g., medical diagnosis and therapy support, control of an unmanned helicopter, fraud detection algorithmic trading or fire commander decision support.
Bibliography:ObjectType-Article-1
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ISSN:1567-7818
1572-9796
DOI:10.1007/s11047-015-9486-5