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Spare parts classification in industrial manufacturing using the dominance-based rough set approach [PDF]
Classification is one of the critical issues in the operations management of spare parts. The issue of managing spare parts involves multiple criteria to be taken into consideration, and therefore, a number of approaches exists that consider criteria ...
Qiwei Hu+3 more
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Dominance-based rough set approach and analytic network process for assessing urban transformation scenarios [PDF]
For half a century, the significant development of intensive farming has led to a massive use of products such as pesticides. The excessive use of these substances has contaminated surface water and groundwater. Drinking water extraction points have also
Francis Macary+3 more
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The dominance-based rough set approach is crucial to the advancement of rough set theory. It gives a more thorough and adaptable framework for knowledge acquisition, information analysis, and DM.
Iftikhar Ul Haq+4 more
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Using a Dominance-based Rough Set Approach for Analysing Business Indicators
AbstractThe study demonstrates how to extract essential information from a set of financial and non-financial business indicators, leading to a better understanding of company performance. To this end, use Rough Set Theory and the Dominance principle are used.
Couto, Ayrton Benedito Gaia
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Although the concepts of imprecision are captured by both rough sets and intuitionistic fuzzy sets, investigations combining these two ideas and their applications in incompletely ordered information systems are scarce.
Iftikhar Ul Haq+4 more
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Incremental Versus Non-incremental: Data and Algorithms Based on Ordering Relations [PDF]
Based on multi-dominance discernibility matrices, a non-incremental algorithm RIDDM and an incremental algorithm INRIDDM are proposed by means of Dominance-based Rough Set Approach. For the incremental algorithm, when a new object arrives, after updating
Xiuyi Jia+3 more
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A Comparative Study of Two Rule-Based Explanation Methods for Diabetic Retinopathy Risk Assessment
Understanding the reasons behind the decisions of complex intelligent systems is crucial in many domains, especially in healthcare. Local explanation models analyse a decision on a single instance, by using the responses of the system to the points in ...
Najlaa Maaroof+4 more
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EVALUATION OF MODERN HERITAGE ASSETS IN POZNAN USING MONOTONIC DECISION RULES [PDF]
The protection of cultural heritage is an important task of communities on various levels of social organization. The institutionalization of the processes of protection of modern heritage assets provides the necessary instruments (legislative, juridical,
A. Rumież+3 more
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Class-based Rough Approximation with Dominance Principle [PDF]
Dominance-based Rough Set Approach (DRSA), as the extension of Pawlak's Rough Set theory, is effective and fundamentally important in Multiple Criteria Decision Analysis (MCDA).
Chai, Junyi, Liu, James N. K.
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Assessment of ductile iron casting process with the use of the DRSA method [PDF]
The paper introduces a concept of assessment of a ductile iron casting process with use of the rule-based approach, known as DRSA (dominance-based rough set approach). The research was conducted in a large Polish foundry.
Kujawińska A.+5 more
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