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Perspectives on Uncertainty and Risk in Rough Sets and Interactive Rough-Granular Computing

Jankowski A., Skowron A., Swiniarski R. W.

Fundamenta Informaticae

2014

Vol. 129, nr 1/2

69--84

We discuss an approach for dealing with uncertainty in complex systems. The approach is based on interactive computations over complex objects called here complex granules (c-granules, for short). Any c-granule consists of a physical part and a mental part linked in a special way. We begin from the rough set approach and next we move toward interactive computations on c-granules. From our considerations it follows that the fundamental issues of intelligent systems based on interactive computations are related to risk management in such systems. Our approach is a step toward realization of the Wisdom Technology (WisTech) program. The approach was developed over years of work on different real-life projects.