On Importance of Rows for Decision Tables

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Type
Conference Paper
Authors
AbouEisha, Hassan M. cc
Azad, Mohammad cc
Moshkov, Mikhail cc
KAUST Department
Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
Date
2017-06-21

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Abstract
In this paper, we propose a method for the evaluation of importance of rows for decision tables. It is based on indirect information about changes in the set of reducts after removing the considered row from the table. We also discuss results of computer experiments with decision tables from UCI Machine Learning Repository.
Citation
AbouEisha H, Azad M, Moshkov M (2017) On Importance of Rows for Decision Tables. Lecture Notes in Computer Science: 376–383. Available: http://dx.doi.org/10.1007/978-3-319-60837-2_31.
Sponsors
Research reported in this publication was supported by King Abdullah University of Science and Technology (KAUST).
Publisher
Springer International Publishing
Journal
Lecture Notes in Computer Science
Conference/Event name
International Joint Conference on Rough Sets, IJCRS 2017
ISSN
0302-9743
1611-3349
DOI
10.1007/978-3-319-60837-2_31
Handle URI
http://hdl.handle.net/10754/626066
Additional Links
https://link.springer.com/chapter/10.1007%2F978-3-319-60837-2_31
Collections
Conference Papers; Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division