Temporal Dynamics in Information Tables

  • Authors:
  • Davide Ciucci

  • Affiliations:
  • (Correspd.) Dipartimento di Informatica Sistemistica e Comunicazione, Università di Milano Bicocca, Viale Sarca 336/14, 20126 Milano, Italy. ciucci@disco.unimib.it

  • Venue:
  • Fundamenta Informaticae - From Physics to Computer Science: to Gianpiero Cattaneo for his 70th birthday
  • Year:
  • 2012

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Abstract

An information table can change over time in several different ways: objects enter/exit the system, new attributes are considered, etc. As a consequence rough set instruments also change. At first, we recall a classification of dynamic increase of information with respect to three different factors: objects, attributes, values. Then, the corresponding changes in rough sets are discussed. Results about approximations, positive region and generalized decision are given and algorithms to update reducts and rules provided.