A Type-2 Fuzzy-based Approach to the Minnesota Code

被引：0
|
作者：
Sram, Norbert [1 ]
Takacs, Marta [1 ]
机构：
[1] Obuda Univ, Becsi Ut 96-B, H-1034 Budapest, Hungary
来源：
ACTA POLYTECHNICA HUNGARICA | 2016年 / 13卷 / 07期
关键词：
fuzzy; type-2; interval fuzzy; Minnesota Code;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Cardiovascular diseases are still among the most common causes of death. Online and automated diagnostic solutions are considered as a possible remedy. In this paper, the authors present one such solution, which is based on the Minnesota Code and type-2 fuzzy for identifiing cardiovascular diseases. The presented diagnostic system is case studied on various ECG data sets and compared to diagnostic results provided by physicians.
引用
收藏
页码：103 / 122
页数：20
相关论文
共 50 条
  • [41] A fuzzy-based approach for cluster management in VANETs: Performance evaluation for two fuzzy-based systems
    Ozera, Kosuke
    Bylykbashi, Kevin
    Liu, Yi
    Barolli, Leonard
    INTERNET OF THINGS, 2018, 3-4 : 120 - 133
  • [42] On type-2 fuzzy relations and interval-valued type-2 fuzzy sets
    Hu, Bao Qing
    Wang, Chun Yong
    FUZZY SETS AND SYSTEMS, 2014, 236 : 1 - 32
  • [43] A New Look at Type-2 Fuzzy Sets and Type-2 Fuzzy Logic Systems
    Wang, Li-Xin
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2017, 25 (03) : 693 - 706
  • [44] The Construction of Type-2 Fuzzy Reasoning Relations for Type-2 Fuzzy Logic Systems
    Zhao, Shan
    Li, Hongxing
    JOURNAL OF APPLIED MATHEMATICS, 2014,
  • [45] Towards a linear general type-2 fuzzy logic based approach for computing with words
    Aysenur Bilgin
    Hani Hagras
    Areej Malibari
    Mohammed J. Alhaddad
    Daniyal Alghazzawi
    Soft Computing, 2013, 17 : 2203 - 2222
  • [46] A Genetic Interval Type-2 Fuzzy Logic Based Approach for Operational Resource Planning
    Mohamed, Ahmed
    Hagras, Hani
    Liret, Anne
    Shakya, Sid
    Owusu, Gilbert
    2013 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ - IEEE 2013), 2013,
  • [47] Towards a linear general type-2 fuzzy logic based approach for computing with words
    Bilgin, Aysenur
    Hagras, Hani
    Malibari, Areej
    Alhaddad, Mohammed J.
    Alghazzawi, Daniyal
    SOFT COMPUTING, 2013, 17 (12) : 2203 - 2222
  • [48] A new descriptor for textured image segmentation based on fuzzy type-2 clustering approach
    Tlig, Lotfi
    Sayadi, Mounir
    Fnaiech, Farhat
    INTERNATIONAL JOURNAL OF SIGNAL AND IMAGING SYSTEMS ENGINEERING, 2014, 7 (03) : 159 - 166
  • [49] A deep learning based interval type-2 fuzzy approach for image retrieval systems
    Ghozzi, Yosr
    Hamdani, Tarek M.
    Hagras, Hani
    Ouahada, Khmaies
    Chabchoub, Habib
    Alimi, Adel M.
    NEUROCOMPUTING, 2024, 603
  • [50] Human Emotion Recognition: An Interval Type-2 Fuzzy Inference System based Approach
    Subramanian, Kartick
    2015 INTERNATIONAL CONFERENCE ON COGNITIVE COMPUTING AND INFORMATION PROCESSING (CCIP), 2015,
12345