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Interactive computations: toward risk management in interactive intelligent systems.

Andrzej Skowron¹, Andrzej Jankowski²

¹Institute of Mathematics, University of Warsaw, Banacha 2, 02-097 Warsaw, Poland ; Systems Research Institute PAS, Newelska 6, 01-447 Warsaw, Poland.

Natural Computing

|September 13, 2016

Summary

This summary is machine-generated.

This study explores interactive computations in intelligent systems for complex adaptive systems. It highlights risk management

Keywords:

Granular computing Interactive computations Interactive intelligent systems Risk management Rough sets Wisdom Technology

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Area of Science:

Complex adaptive systems
Intelligent systems
Computational modeling

Background:

Understanding interactions is a major challenge in complex adaptive systems.
Interactive intelligent systems (IIS) offer a framework for modeling these systems.
The Wistech program has developed foundational interactive computations for IIS.

Purpose of the Study:

To discuss the foundations of interactive computations in interactive intelligent systems (IIS).
To emphasize the critical role of risk management in IIS problem-solving.
To present practical applications of IIS in complex real-world scenarios.

Main Methods:

Developing foundational interactive computations for IIS.
Applying IIS to model complex systems.
Integrating risk management strategies into IIS problem-solving approaches.

Main Results:

Established a framework for interactive computations within IIS.
Demonstrated the effectiveness of risk management in IIS for complex problems.
Successfully applied IIS in diverse real-life projects.

Conclusions:

Interactive computations provide a robust foundation for modeling complex adaptive systems.
Risk management is essential for effective problem-solving by IIS.
IIS are versatile and applicable across various domains, including medical diagnosis, autonomous control, and financial fraud detection.