CLUSTER ANALYSIS USING HYBRID SOFT COMPUTING TECHNIQUES

被引：0
|
作者：
Purushotham, Swarnalatha [1 ]
Tripathy, B. K. [1 ]
机构：
[1] VIT Univ, Vellore, Tamil Nadu, India
来源：
IIOAB JOURNAL | 2016年 / 7卷 / 05期
关键词：
Cluster Centre Matrix; Fuzzy Membership; Lower and Upper Approximation; Objective Function; Satellite Images;
D O I：
暂无
中图分类号：
Q5 [生物化学]; Q7 [分子生物学];
学科分类号：
071010 ; 081704 ;
摘要：
In a given set of data values with several attributes, similar data points can be clubbed together using a clustering architecture that uses global prototypes. These subset prototypes are exchanged so that a communication link is established between different clustering units. In this paper, a detailed clustering methodology is developed by combining both rough and fuzzy set techniques. This methodology shall be used to formulate a grouping of randomly generated unsupervised data that considers the integration of collaborative clustering in fuzzy data sets.
引用
收藏
页码：265 / 274
页数：10
相关论文
共 50 条
  • [21] ANALYSIS AND EVALUATION OF SOFTWARE AGGREGATIVE RISK USING SOFT COMPUTING TECHNIQUES
    Bansal, Kulbhushan
    Mittal, Harish
    [J]. 2014 FOURTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION TECHNOLOGIES (ACCT 2014), 2014, : 172 - +
  • [22] Comparative Analysis of Drought Modeling and Forecasting Using Soft Computing Techniques
    K. A. Jariwala
    P. G. Agnihotri
    [J]. Water Resources Management, 2023, 37 : 6051 - 6070
  • [23] Comparative Analysis of Drought Modeling and Forecasting Using Soft Computing Techniques
    Jariwala, K. A.
    Agnihotri, P. G.
    [J]. WATER RESOURCES MANAGEMENT, 2023, 37 (15) : 6051 - 6070
  • [24] Lesion analysis towards melanoma detection using soft computing techniques
    Gaonkar, Rohan
    Singh, Kanwaljeet
    Prashanth, G. R.
    Kuppili, Venkatanareshbabu
    [J]. CLINICAL EPIDEMIOLOGY AND GLOBAL HEALTH, 2020, 8 (02): : 501 - 508
  • [25] Hybrid Leakage Management for Water Network Using PSF Algorithm and Soft Computing Techniques
    Gupta, Aditya
    Bokde, Neeraj
    Kulat, K. D.
    [J]. WATER RESOURCES MANAGEMENT, 2018, 32 (03) : 1133 - 1151
  • [26] Hybrid Leakage Management for Water Network Using PSF Algorithm and Soft Computing Techniques
    Aditya Gupta
    Neeraj Bokde
    K. D. Kulat
    [J]. Water Resources Management, 2018, 32 : 1133 - 1151
  • [27] Extraction of road using soft computing techniques
    Sushith, Mishmala
    Sophia, S.
    [J]. SOFT COMPUTING, 2019, 23 (18) : 8487 - 8494
  • [28] Peer assessment using soft computing techniques
    Maricela Pinargote-Ortega
    Lorena Bowen-Mendoza
    Jaime Meza
    Sebastián Ventura
    [J]. Journal of Computing in Higher Education, 2021, 33 : 684 - 726
  • [29] Peer assessment using soft computing techniques
    Pinargote-Ortega, Maricela
    Bowen-Mendoza, Lorena
    Meza, Jaime
    Ventura, Sebastian
    [J]. JOURNAL OF COMPUTING IN HIGHER EDUCATION, 2021, 33 (03) : 684 - 726
  • [30] EVAPORATION MODELLING USING SOFT COMPUTING TECHNIQUES
    Dalkilic, Huseyin Yildirim
    [J]. FRESENIUS ENVIRONMENTAL BULLETIN, 2020, 29 (08): : 6461 - 6468
12345