WIT Press

An Architecture For Knowledge Discovery In Complex Telecommunication Systems

Price

Free (open access)

Paper DOI

10.2495/AI980351

Volume

20

Pages

14

Published

1998

Size

251 kb

Author(s)

R. Sterritt, K. Adamson, C.M. Shapcott & D.A. Bell

Abstract

Applying Artificial Intelligence (A.I.) to complex engineering problems is an increasing trend. The authors have been involved in researching and applying such AI techniques as data mining, induction, genetic algorithms, probabilistic nets, machine learning, to a complex non-deterministic engineering problem in the telecommunications domain. This has been implemented as a Knowledge Discovery architecture (NetExtract) which is generic in nature. 1 Introduction This paper discusses the knowledge discovery architecture developed. First the telecommunications domain is described, followed by an overview of NetExtract and probabilistic nets - which are used to desc

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