A Distance-Based Method for Attribute Reduction in Incomplete Decision Systems

Demetrovics, Janos; Thi, Vu Duc; Giang, Nguyen Long

Serdica Journal of Computing (2013)

  • Volume: 7, Issue: 4, page 355-374
  • ISSN: 1312-6555

Abstract

top
There are limitations in recent research undertaken on attribute reduction in incomplete decision systems. In this paper, we propose a distance-based method for attribute reduction in an incomplete decision system. In addition, we prove theoretically that our method is more effective than some other methods.

How to cite

top

Demetrovics, Janos, Thi, Vu Duc, and Giang, Nguyen Long. "A Distance-Based Method for Attribute Reduction in Incomplete Decision Systems." Serdica Journal of Computing 7.4 (2013): 355-374. <http://eudml.org/doc/268679>.

@article{Demetrovics2013,
abstract = {There are limitations in recent research undertaken on attribute reduction in incomplete decision systems. In this paper, we propose a distance-based method for attribute reduction in an incomplete decision system. In addition, we prove theoretically that our method is more effective than some other methods.},
author = {Demetrovics, Janos, Thi, Vu Duc, Giang, Nguyen Long},
journal = {Serdica Journal of Computing},
keywords = {Rough Set;Incomplete Decision System; Attribute Reduction; Distance; Reduct; rough set; decision system; attribute reduction; metric; feature reduction; reducts of decision tables; dynamic data},
language = {eng},
number = {4},
pages = {355-374},
publisher = {Institute of Mathematics and Informatics Bulgarian Academy of Sciences},
title = {A Distance-Based Method for Attribute Reduction in Incomplete Decision Systems},
url = {http://eudml.org/doc/268679},
volume = {7},
year = {2013},
}

TY - JOUR
AU - Demetrovics, Janos
AU - Thi, Vu Duc
AU - Giang, Nguyen Long
TI - A Distance-Based Method for Attribute Reduction in Incomplete Decision Systems
JO - Serdica Journal of Computing
PY - 2013
PB - Institute of Mathematics and Informatics Bulgarian Academy of Sciences
VL - 7
IS - 4
SP - 355
EP - 374
AB - There are limitations in recent research undertaken on attribute reduction in incomplete decision systems. In this paper, we propose a distance-based method for attribute reduction in an incomplete decision system. In addition, we prove theoretically that our method is more effective than some other methods.
LA - eng
KW - Rough Set;Incomplete Decision System; Attribute Reduction; Distance; Reduct; rough set; decision system; attribute reduction; metric; feature reduction; reducts of decision tables; dynamic data
UR - http://eudml.org/doc/268679
ER -

NotesEmbed ?

top

You must be logged in to post comments.

To embed these notes on your page include the following JavaScript code on your page where you want the notes to appear.

Only the controls for the widget will be shown in your chosen language. Notes will be shown in their authored language.

Tells the widget how many notes to show per page. You can cycle through additional notes using the next and previous controls.

    
                

Note: Best practice suggests putting the JavaScript code just before the closing </body> tag.