Consensus-based clustering under hesitant qualitative assessments

被引：34
|
作者：
Luis Garcia-Lapresta, Jose [1 ]
Perez-Roman, David [2 ]
机构：
[1] Univ Valladolid, PRESAD Res Grp, IMUVA, Dept Econ Aplicada, E-47002 Valladolid, Spain
[2] Univ Valladolid, PRESAD Res Grp, Dept Org Empresas & Comercializac Invest Mercados, E-47002 Valladolid, Spain
来源：
FUZZY SETS AND SYSTEMS | 2016年 / 292卷
关键词：
Clustering; Consensus; Linguistic assessments; GROUP DECISION-MAKING; FUZZY; RANKING; TERMS;
D O I：
10.1016/j.fss.2014.05.004
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In this paper, we consider that agents judge the feasible alternatives through linguistic terms when they are confident in their opinions or linguistic expressions formed by several consecutive linguistic terms when they hesitate. In this context, we propose an agglomerative hierarchical clustering process where the clusters of agents are generated by using a distance-based consensus measure. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码：261 / 273
页数：13
相关论文
共 50 条
  • [1] Qualitative hesitant fuzzy group decision making: An additively consistent probability and consensus-based perspective
    Tang, Jie
    Meng, Fanyong
    Xu, Zeshui
    Yuan, Ruiping
    EXPERT SYSTEMS, 2020, 37 (03)
  • [2] Consensus Reaching Processes under Hesitant Linguistic Assessments
    Luis Garcia-Lapresta, Jose
    Perez-Roman, David
    Falco, Edurne
    INTELLIGENT SYSTEMS'2014, VOL 1: MATHEMATICAL FOUNDATIONS, THEORY, ANALYSES, 2015, 322 : 257 - 268
  • [3] CONSENSUS-BASED DISTRIBUTED CLUSTERING FOR IOT
    Chen, Hui
    Yu, Hao
    Zhao, Shengjie
    Shi, Qingjiang
    2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 8324 - 8328
  • [4] Consensus-based clustering for document image segmentation
    Dey, Soumyadeep
    Mukherjee, Jayanta
    Sural, Shamik
    INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, 2016, 19 (04) : 351 - 368
  • [5] CONVERGENCE ANALYSIS OF CONSENSUS-BASED DISTRIBUTED CLUSTERING
    Forero, Pedro A.
    Cano, Alfonso
    Giannakis, Georgios B.
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 1890 - 1893
  • [6] Consensus-based clustering for document image segmentation
    Soumyadeep Dey
    Jayanta Mukherjee
    Shamik Sural
    International Journal on Document Analysis and Recognition (IJDAR), 2016, 19 : 351 - 368
  • [7] Consensus-Based Clustering in Numerical Decision-Making
    Luis Garcia-Lapresta, Jose
    Perez-Roman, David
    SOFT METHODS FOR DATA SCIENCE, 2017, 456 : 237 - 243
  • [8] Consensus-based hierarchical agglomerative clustering in the context of weak orders
    Luis Garcia-Lapresta, Jose
    Perez-Roman, David
    PROCEEDINGS OF THE 2013 JOINT IFSA WORLD CONGRESS AND NAFIPS ANNUAL MEETING (IFSA/NAFIPS), 2013, : 1010 - 1015
  • [9] Virtual Clustering for Distributed Consensus-based Estimation in Cooperative Networks
    Xu, Guang
    Wang, Shengdi
    Paul, Henning
    Dekorsy, Armin
    2017 IEEE 85TH VEHICULAR TECHNOLOGY CONFERENCE (VTC SPRING), 2017,
  • [10] A consensus-based approach for multi-criteria decision making with probabilistic hesitant fuzzy information
    Li, Jian
    Niu, Li-li
    Chen, Qiongxia
    Wu, Guang
    SOFT COMPUTING, 2020, 24 (20) : 15577 - 15594
12345