Interactive computations: toward risk management in interactive intelligent systems
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- 作者：Andrzej Skowron ; Andrzej Jankowski
- 关键词：Rough sets ; Granular computing ; Interactive computations ; Interactive intelligent systems ; Risk management ; Wisdom Technology
- 刊名：Natural Computing
- 出版年：2016
- 出版时间：September 2016
- 年：2016
- 卷：15
- 期：3
- 页码：465-476
- 全文大小：2,889 KB
- 刊物类别：Computer Science
- 刊物主题：Theory of Computation
Evolutionary Biology
Processor Architectures
Artificial Intelligence and Robotics
Complexity - 出版者：Springer Netherlands
- ISSN：1572-9796
- 卷排序：15
文摘
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.