Predicting Seminal Quality with the Dominance-Based Rough Sets Approach
The paper relies on the clinical data of a previously published study. We identify two very questionable assumptions of said work, namely confusing evidence of absence and absence of evidence, and neglecting the ordinal nature of attributes' domains. We then show that using an adequate ordinal methodology such as the dominance-based rough sets approach
Nassim Dehouche
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Incremental approximation computation in incomplete ordered decision systems
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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Preference learning based decision map algebra: specification and implementation [PDF]
Decision Map Algebra (DMA) is a generic and context independent algebra, especially devoted to spatial multicriteria modelling. The algebra defines a set of operations which formalises spatial multicriteria modelling and analysis. The main concept in DMA
Abubahia, Ahmed+2 more
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Can AI Help Pediatricians? Diagnosing Kawasaki Disease Using DRSA
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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COVID-19 has brought several harmful consequences to the world from many perspectives, including social, economic, and well-being in addition to health issues. However, these harmful consequences vary in intensity in different regions.
Ciro José Jardim de Figueiredo+4 more
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Rough Set Applied to Air Pollution: A New Approach to Manage Pollutions in High Risk Rate Industrial Areas [PDF]
This study presents a rough set application, using together the ideas of classical rough set approach, based on the indiscernibility relation and the dominance-based rough set approach (DRSA), to air micro-pollution management in an industrial site with ...
Matarazzo, Agata
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A green chemistry-based classification model for the synthesis of silver nanoparticles [PDF]
The assessment of the implementation of green chemistry principles in the syntheses of nanomaterials is a complex decision-making problem that necessitates the integration of several evaluation criteria.
Blaszczynski, Jerzy+6 more
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Analysis of the potentials of multi criteria decision analysis methods to conduct sustainability assessment [PDF]
Sustainability assessments require the management of a wide variety of information types, parameters and uncertainties. Multi criteria decision analysis (MCDA) has been regarded as a suitable set of methods to perform sustainability evaluations as a ...
Cinelli, Marco+2 more
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Interval ordered information systems [PDF]
Interval information systems are generalized models of single-valued information systems. By introducing a dominance relation to interval information systems, we propose a ranking approach for all objects based on dominance classes and establish a ...
Dang, Chuangyin+2 more
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Aggregation procedure based on majority principle for collective identification of firm’s crucial knowledge [PDF]
It is very important to identify, preserve, and transfer knowledge to those who need it within firm. However, the identification of knowledge and especially tacit knowledge is a complex process because knowledge cannot be measured quantitatively. In this
Chakhar, Salem, Saad, I.
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