Association Rules: Problems, solutions and new applications

• María N. Moreno García ^[1] ; Saddys Segrera ^[1] ; Vivian F. López ^[1]
  1. [1] Universidad de Salamanca

     Universidad de Salamanca

     Salamanca, España

     
• Localización: Actas del III Taller Nacional de Minería de Datos y Aprendizaje / Roberto Ruiz (aut.) , José Cristobal Riquelme Santos (aut.) , Jesús Salvador Aguilar-Ruiz (aut.) , 2005, ISBN 84-9732-449-8, págs. 317-323
• Idioma: inglés
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• Resumen

  • Association rule mining is an important component of data mining. In the last years a great number of algorithms have been proposed with the objective of solving the obstacles presented in the generation of association rules. In this work, we offer a revision of the main drawbacks and proposals of solutions documented in the literature, including our own ones. The work is focused also in the classification function of the association rules, a promising technique which is the subject of recent studies.