@inproceedings{938a524d1517474c8e7bbdde0c2ad090,
title = "Three approaches to deal with tests for inconsistent decision tables – comparative study",
abstract = "We present three approaches to deal with tests (superreducts) for inconsistent decision tables. In such tables, we have groups of rows with equal values of conditional attributes and different decisions (values of the decision attribute). Instead of a group of equal rows, we consider one row given by values of conditional attributes and we attach to this row: (i) the set of all decisions for rows from the group (manyvalued decisions approach); (ii) the most common decision for rows from the group (the most common decision approach); and (iii) unique code of the set of all decisions for rows from the group (generalized decision approach). For many-valued decisions approach, we consider the problem of finding an arbitrary decision from the set of decisions. For the most common decision approach, we consider the problem of finding the most common decision from the set of decisions. For generalized decision approach, we consider the problem of finding all decisions from the set of decisions. We present experimental results connected with the cardinality of tests and comparative study for the considered approaches.",
author = "Mohammad Azad and Igor Chikalov and Mikhail Moshkov and Beata Zielosko",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; International Workshop on Rough Set Applications, RSA 2012, held as a part of Federated Conference on Computer Science and Information Systems, FedCSIS 2012 ; Conference date: 09-09-2012 Through 12-09-2012",
year = "2015",
doi = "10.1007/978-3-662-47815-8_3",
language = "English (US)",
isbn = "9783662478141",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "38--50",
editor = "Andrzej Skowron and Dominik {\'S}l{\c e}zak and Nguyen, {Hung Son} and Peters, {James F.} and Andrzej Skowron and Dominik {\'S}l{\c e}zak and Nguyen, {Hung Son} and Peters, {James F.} and Bazan, {Jan G.} and Peters, {James F.} and Andrzej Skowron and Dominik {\'S}l{\c e}zak and Nguyen, {Hung Son} and Bazan, {Jan G.} and Bazan, {Jan G.}",
booktitle = "Transactions on Rough Sets XIX",
address = "Germany",
}