On Importance of Rows for Decision Tables

Hassan AbouEisha; Mohammad Azad; Mikhail Moshkov

doi:10.1007/978-3-319-60837-2_31

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On Importance of Rows for Decision Tables

Conference proceeding

Peer reviewed

On Importance of Rows for Decision Tables

Hassan AbouEisha, Mohammad Azad and Mikhail Moshkov

ROUGH SETS, Vol.10313, pp.376-383

Lecture Notes in Artificial Intelligence

01/01/2017

DOI: https://doi.org/10.1007/978-3-319-60837-2_31

Abstract

Computer Science

Computer Science, Artificial Intelligence

Science & Technology

Technology

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.

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Details

Title: On Importance of Rows for Decision Tables
Creators - without role: Hassan AbouEisha - King Abdullah University of Science and Technology
Mohammad Azad - King Abdullah University of Science and Technology
Mikhail Moshkov - King Abdullah University of Science and Technology
Contributors - without role: L Polkowski
Y Yao
P Artiemjew
D Ciucci
D Liu
D Slezak
B Zielosko
Publication Details: ROUGH SETS, Vol.10313, pp.376-383
Series: Lecture Notes in Artificial Intelligence
Publisher: Springer Nature
Number of pages: 8
Grant note: King Abdullah University of Science and Technology (KAUST); King Abdullah University of Science & Technology
Identifiers: 9944071208331
Academic Unit: King Abdullah University of Science & Technology
Language: English
Resource Type: Conference proceeding