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. 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.
Institute of Mathematics, University of Warsaw, Banacha 2, 02-097 Warsaw, Poland ; Systems Research Institute PAS, Newelska 6, 01-447 Warsaw, Poland.
Andrzej
A
Skowron
Knowledge Technology Foundation, Nowogrodzka 31, 00-511 Warsaw, Poland.
Andrzej
A
Jankowski
Granular computing; Interactive computations; Interactive intelligent systems; Risk management; Rough sets; Wisdom Technology