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- Aliahmadipour, LayaDepartment of Applied Mathematics, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran (author)
A definition for hesitant fuzzy partitions
- Article/chapterEnglish2016
Publisher, publication year, extent ...
- 2016
- Taylor & Francis Group,2016
- printrdacarrier
Numbers
- LIBRIS-ID:oai:DiVA.org:his-13066
- https://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-13066URI
- https://doi.org/10.1080/18756891.2016.1175814DOI
Supplementary language notes
- Language:English
- Summary in:English
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- SwePubSwePub
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Notes
- In this paper, we define hesitant fuzzy partitions (H-fuzzy partitions) to consider the results of standard fuzzy clustering family (e.g. fuzzy c-means and intuitionistic fuzzy c-means). We define a method to construct H-fuzzy partitions from a set of fuzzy clusters obtained from several executions of fuzzy clustering algorithms with various initialization of their parameters. Our purpose is to consider some local optimal solutions to find a global optimal solution also letting the user to consider various reliable membership values and cluster centers to evaluate her/his problem using different cluster validity indices.
Subject headings and genre
- TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik Datorsystem hsv//swe
- ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering Computer Systems hsv//eng
- Fuzzy partition
- I-fuzzy partition
- Hesitant fuzzy set
- Hesitant fuzzy partition
- Skövde Artificial Intelligence Lab (SAIL)
- Skövde Artificial Intelligence Lab (SAIL)
Added entries (persons, corporate bodies, meetings, titles ...)
- Torra, VicençHögskolan i Skövde,Institutionen för informationsteknologi,Forskningscentrum för Informationsteknologi,Skövde Artificial Intelligence Lab (SAIL)(Swepub:his)torv (author)
- Eslami, EsfandiarDepartment of Pure Mathematics, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, Iran (author)
- Eftekhari, MahdiDepartment of Computer Engineering, Faculty of Engineering, Shahid Bahonar University of Kerman, Kerman, Iran (author)
- Department of Applied Mathematics, Faculty of Mathematics and Computer, Shahid Bahonar University of Kerman, Kerman, IranInstitutionen för informationsteknologi (creator_code:org_t)
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- In:International Journal of Computational Intelligence Systems: Taylor & Francis Group9:3, s. 497-5051875-68911875-6883
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