Rough Set Based Data Exploration Using ROSE System

  title={Rough Set Based Data Exploration Using ROSE System},
  author={Bartlomiej Predki and Szymon Wilk},
Currently, there are many techniques that can be used to achieve the above goals, including statistics, data mining and machine learning. If the objects in a database can be described using attributes and it is possible to discern condition and decision attributes then the data can be structured in, so called, information table, whose rows are objects and columns are condition and decision attributes. Each entry object-at tr ibute is a value called descriptor. One of the methodologies gaining… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 19 references

Learning of decision rules from similarity based rough approximations, [In] A

  • K. Krawiec, R. Slowinski, D. Vanderpooten
  • Skowron, L. Polkowski (eds.), Rough Sets in…
  • 1998
1 Excerpt

On rough set based approaches to induction of decision rules

  • J. Stefanowski
  • [In] A. Skowron, L. Polkowski (eds.), Rough Sets…
  • 1998
1 Excerpt


  • R. Slowinski
  • Vanderpooten: Similarity relation as a basis for…
  • 1997
1 Excerpt

Discovery-Oriented Induction of Decision Rules

  • R. Mienko, J. Stefanowski, K. Tuomi, D. Vanderpooten
  • Cahier du Lamsade no. 141, Paris, Univeriste de…
  • 1996
1 Excerpt

Pawlak - Rough sets

  • J. Stefanowski Mienko, D. Vanderpooten K. Tuomi
  • Discovery - Oriented Induction of Decision Rules…
  • 1996

Rough classification with valued closeness relation

  • R. Slowinski, J. Stefanowski
  • [In] E. Diday, Y. Lechavalier, M. Schrader, P…
  • 1994
1 Excerpt

Slowinski . Rough sets learning of preferential attitude in multi - criteria decision making

  • J. Komorowski, W. RasZ.
  • 1993

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