Fuzzy Collaborative Clustering-Based Ranking Approach for Complex Objects
المؤلفون المشاركون
Liu, Shihu
Moughal, Tauqir Ahmed
Chen, Xiaozhou
Yu, Fusheng
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-08-06
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
This paper makes a discussion on the ranking problem of complex objects where each object is composed of some patterns described by individual attribute information as well as the relational information between patterns.
This paper presents a fuzzy collaborative clustering-based ranking approach for this kind of ranking problem.
In this approach, a referential object is employed to guide the ranking process.
To achieve the final ranking result, fuzzy collaborative clustering is carried on the patterns in the referential object by using the collaborative information obtained from each ranked object.
Since the collaborative information of ranking objects is represented by cluster centers and/or partition matrices, we give two forms of the proposed approach.
With the aid of fuzzy collaborative clustering, the ranking results can be obtained by comparing the difference of the referential object before and after collaboration with respect to ranking objects.
One can find that this proposed ranking approach is totally different from the previous ranking methods because of its completely collaborative clustering mechanism.
Moreover, some synthetic examples show that our proposed ranking algorithm is valid.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Liu, Shihu& Chen, Xiaozhou& Moughal, Tauqir Ahmed& Yu, Fusheng. 2015. Fuzzy Collaborative Clustering-Based Ranking Approach for Complex Objects. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1073976
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Liu, Shihu…[et al.]. Fuzzy Collaborative Clustering-Based Ranking Approach for Complex Objects. Mathematical Problems in Engineering No. 2015 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1073976
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Liu, Shihu& Chen, Xiaozhou& Moughal, Tauqir Ahmed& Yu, Fusheng. Fuzzy Collaborative Clustering-Based Ranking Approach for Complex Objects. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1073976
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1073976
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر