Results 11 to 20 of about 146,080 (269)
From CBC to clarity: Interpretable detection of beta-thalassemia carriers in imbalanced datasets. [PDF]
PLoS ONEThalassemia is an inherited blood disorder and is among the five most prevalent birth-related complications, especially in Southeast Asia. Thalassemia is classified into two main types-alpha-thalassemia and beta-thalassemia-based on the reduced or absent
Saim Chishti +4 more
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Attribute reduction based on classes in incomplete ordered decision systems [PDF]
Scientific ReportsDominance-based rough set approach (DRSA) has attracted much attention in multi-criteria decision-making problems for data with preference-ordered relations since its inception.
Chunyuan Chen +3 more
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Journal of Advanced Mechanical Design, Systems, and ManufacturingThe preference set-based design (PSD) method enhances design efficiency by providing an adjustment range that reflects the preferences of the designer in the quantitative design variables and performance.
Shotaro OYAMA, Takeo KATO
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Assessing rural sustainable development potentialities using a Dominance-based Rough Set Approach [PDF]
, 2014 Boggia, Antonio +4 more
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Application of dominance-based rough set approach (DRSA) for quality prediction in a casting process
Metalurgija, 2016 The main subject of the paper is a problem of capability assessment of a production process for manufacturing products fulfilling certain requirements.
A. Kujawinska +5 more
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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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Soft ordered double quantitative approximations based three-way decisions and their applications
Scientific Reports, 2022 The classical theory of rough set was established by Pawlak, which mainly focusses on the approximation of sets characterized by a single equivalence relation over the universe. However, most of the current single granulation structure models cannot meet
Gustavo Santos-García +2 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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