Results 31 to 40 of about 14,392 (301)
IEEE Access, 2023 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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IEEE Access, 2023 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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A Comparative Study of Two Rule-Based Explanation Methods for Diabetic Retinopathy Risk Assessment
Applied Sciences, 2022 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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Incremental Versus Non-incremental: Data and Algorithms Based on Ordering Relations [PDF]
International Journal of Computational Intelligence Systems, 2011 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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EVALUATION OF MODERN HERITAGE ASSETS IN POZNAN USING MONOTONIC DECISION RULES [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023 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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Assessment of ductile iron casting process with the use of the DRSA method [PDF]
Journal of Mining and Metallurgy. Section B: Metallurgy, 2016 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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Incremental approximation computation in incomplete ordered decision systems
International Journal of Computational Intelligence Systems, 2017 Approximation computation is a critical step in rough sets theory used in knowledge discovery and other related tasks. In practical applications, an information system often evolves over time by the variation of attributes or objects.
Guanglei Gou, Guoyin Wang
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Can AI Help Pediatricians? Diagnosing Kawasaki Disease Using DRSA
Children, 2021 The DRSA method (dominance-based rough set approach) was used to create decision-making rules based on the results of physical examination and additional laboratory tests in the differential diagnosis of Kawasaki disease (KD), infectious mononucleosis ...
Bartosz Siewert +4 more
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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
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