Discovery of processes and their interactions from data and domain knowledge

  • Authors:
  • Andrzej Skowron

  • Affiliations:
  • Institute of Mathematics, Warsaw Unvisersity, Warsaw, Poland

  • Venue:
  • KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part I
  • Year:
  • 2010

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Abstract

We discuss an approach to discovery of concurrent processes from data and domain knowledge. The approach is based on interactive rough-granular computing (IRGC) and is developed in the Wisdom Technology (WisTech) program. In IRGC, computations are performed in distributed environments using interaction of granules. Granules are of different complexity. They can represent sensor measurements, classifiers of complex vague concepts, models of processes, agents or their teams. Applications related to different domains are reported.