A Family of Delphi Components for Case-Based Reasoning

  • Authors:
  • Henrik Bergström

  • Affiliations:
  • -

  • Venue:
  • ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
  • Year:
  • 1999

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Abstract

Nearest Neighbor (NN) algorithms are one of the more popular approaches to implementing Case-Based Reasoning systems. In this paper a family of Delphi components are presented that implements an NN approach based on the Weighted Euclidean Distance (WED). To make the approach more general the distance measure of WED is implemented by so called Comparators which are specialized components for comparing attribute values.