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Recent Fuzzy Generalisations of Rough Sets Theory: A Systematic Review and Methodological Critique of the Literature
المؤلفون المشاركون
Nilashi, Merbakhsh
Antucheviciene, Jurgita
Mardani, Abbas
Tavana, Madjid
Bausys, Romualdas
Ibrahim, Othman
المصدر
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-33، 33ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-10-29
دولة النشر
مصر
عدد الصفحات
33
التخصصات الرئيسية
الملخص EN
Rough set theory has been used extensively in fields of complexity, cognitive sciences, and artificial intelligence, especially in numerous fields such as expert systems, knowledge discovery, information system, inductive reasoning, intelligent systems, data mining, pattern recognition, decision-making, and machine learning.
Rough sets models, which have been recently proposed, are developed applying the different fuzzy generalisations.
Currently, there is not a systematic literature review and classification of these new generalisations about rough set models.
Therefore, in this review study, the attempt is made to provide a comprehensive systematic review of methodologies and applications of recent generalisations discussed in the area of fuzzy-rough set theory.
On this subject, the Web of Science database has been chosen to select the relevant papers.
Accordingly, the systematic and meta-analysis approach, which is called “PRISMA,” has been proposed and the selected articles were classified based on the author and year of publication, author nationalities, application field, type of study, study category, study contribution, and journal in which the articles have appeared.
Based on the results of this review, we found that there are many challenging issues related to the different application area of fuzzy-rough set theory which can motivate future research studies.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Mardani, Abbas& Nilashi, Merbakhsh& Antucheviciene, Jurgita& Tavana, Madjid& Bausys, Romualdas& Ibrahim, Othman. 2017. Recent Fuzzy Generalisations of Rough Sets Theory: A Systematic Review and Methodological Critique of the Literature. Complexity،Vol. 2017, no. 2017, pp.1-33.
https://search.emarefa.net/detail/BIM-1142548
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Mardani, Abbas…[et al.]. Recent Fuzzy Generalisations of Rough Sets Theory: A Systematic Review and Methodological Critique of the Literature. Complexity No. 2017 (2017), pp.1-33.
https://search.emarefa.net/detail/BIM-1142548
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Mardani, Abbas& Nilashi, Merbakhsh& Antucheviciene, Jurgita& Tavana, Madjid& Bausys, Romualdas& Ibrahim, Othman. Recent Fuzzy Generalisations of Rough Sets Theory: A Systematic Review and Methodological Critique of the Literature. Complexity. 2017. Vol. 2017, no. 2017, pp.1-33.
https://search.emarefa.net/detail/BIM-1142548
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1142548
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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