Paper Info
Title
Perspectives on Uncertainty and Risk in Rough Sets and Interactive Rough-Granular Computing
Abstract
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.
Year
DOI
Venue
2014
10.3233/FI-2014-961
Fundam. Inform.
Keywords
Field
DocType
different real-life project,wisdom technology wistech program,rough set approach,interactive computation,rough sets,complex system,fundamental issue,complex object,mental part,interactive rough-granular computing,physical part,complex granules c-granules,physical object,risk management,interactions,rough set,granular computing
Complex system,Intelligent decision support system,Computer science,Rough set,Theoretical computer science,Granular computing,Risk management,Artificial intelligence,Computation
Journal
Volume
Issue
ISSN
129
1-2
0169-2968
Citations 
PageRank 
References 
4
0.41
20
Authors
3
Name
Order
Citations
PageRank
Andrzej Jankowski18811.79
Andrzej Skowron25062421.31
Roman W. Swiniarski372243.70