Dominance-Based Rough Set Approach: Basic Ideas and Main Trends [PDF]
, 2022 This research was partially supported by TAILOR, a project funded by European Union (EU) Horizon 2020 research and innovation programme under GA No 952215. This submission is a preprint of a book chapter accepted by Springer, with very few minor differences of just technical ...
Jerzy Błaszczyński +3 more
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Generation of Exhaustive Set of Rules within Dominance-based Rough Set Approach [PDF]
Electronic Notes in Theoretical Computer Science, 2003 AbstractThe rough sets theory has proved to be a useful mathematical tool for the analysis of a vague description of objects. One of extensions of the classic theory is the Dominance-based Set Approach (DRSA) that allows analysing preference-ordered data.
Krzysztof Dembczyński +2 more
core +4 more sources
Variable-precision dominance-based rough set approach and attribute reduction [PDF]
International Journal of Approximate Reasoning, 2009 AbstractIn this paper, a variable-precision dominance-based rough set approach (VP-DRSA) is proposed together with several VP-DRSA-based approaches to attribute reduction. The properties of VP-DRSA are shown in comparison to previous dominance-based rough set approaches.
Yoshifumi Kusunoki +2 more
openaire +3 more sources
Machine-learned models using hematological inflammation markers in the prediction of short-term acute coronary syndrome outcomes [PDF]
Journal of Translational Medicine, 2018 Background Increased systemic and local inflammation play a vital role in the pathophysiology of acute coronary syndrome. This study aimed to assess the usefulness of selected machine learning methods and hematological markers of inflammation in ...
Konrad Pieszko +7 more
doaj +3 more sources
Multiobjective strategies for farms, using the Dominance-based Rough Set Approach [PDF]
Aestimum, 2014 Aestimum, Aestimum 65 (2014)
PAOLOTTI, LUISA +2 more
openaire +6 more sources
Dominance-based rough set approach for group decisions [PDF]
European Journal of Operational Research, 2015 The objective of this paper is to propose an approach to support group multicriteria classification. The approach is composed of three phases. The first phase exploits the knowledge provided by each decision maker to individually approximate the decision classes using rough approximation.
Salem Chakhar +3 more
openalex +5 more sources
Assessing Rural Sustainable Development potentialities using a Dominance-based Rough Set Approach [PDF]
, 2014 Antonio Boggia +4 more
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Fuzzy extensions of the dominance-based rough set approach [PDF]
International Journal of Approximate Reasoning, 2020 In this paper, we first review existing fuzzy extensions of the dominance-based rough set approach (DRSA), and advance the theory considering additional properties. Moreover, we examine the application of Ordered Weighted Average (OWA) operators to fuzzy DRSA.
Marko Palangetić +3 more
openalex +3 more sources
Research of the Classification Model Based on Dominance Rough Set Approach for China Emergency Communication [PDF]
, 2015 Ensuring smooth communication and recovering damaged communication system quickly and efficiently are the key to the entire emergency response, command, control, and rescue during the whole accident. The classification of emergency communication level is
Zifu Fan, Hongbo Sun, Lihua Wang
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Extension of the Fuzzy Dominance-Based Rough Set Approach Using Ordered Weighted Average Operators [PDF]
, 2019 In the article we rst review some known results on fuzzy versions of the dominance-based rough set approach (DRSA) where we expand the theory considering additional properties. Also, we apply Ordinal Weighted Average (OWA) operators in fuzzy DRSA.
Marko Palangetić +3 more
openalex +5 more sources