Information Fusion in Intelligent Systems

Information fusion in intelligent systems is one of the basic problem. This issue is rapidly increasing since more complex systems are being developed, e.g., robotics, vision, knowledge based systems and data mining. The process of combining several values into a single representative one is called aggregation, and we present two applications of aggregation functions in multisensor data fusion and in network aggregation in sensor networks. Special attention is taken on the situation of pairs of aggregation functions under the semiring structure (pseudo-analysis). We present two applications of it in image processing.