A neuro-fuzzy classifier based on the fuzzy perceptron

被引：0
|
作者：
Xu, L.-J. [1 ]
Yu, Y.-L. [1 ]
机构：
[1] Dept. of Electron. and Commun. Eng., South China Univ. of Tech., Guangzhou 510640, China
来源：
Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science) | 2001年 / 29卷 / 09期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
For a neuro-fuzzy classifier based on the fuzzy perceptron, this paper analyses how membership function constraints affect the classification result. Based on these, according to the concept of the fuzzy density, a method is proposed to choose suitable fuzzy partitions for input features. Simulations show that it can effectively improve the classification correct rate.
引用
收藏
页码：40 / 44
相关论文
共 50 条
  • [21] Efficient segmentation of degraded images by a neuro-fuzzy classifier
    Castellanos, R
    Mitra, S
    18TH INTERNATIONAL CONFERENCE OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1999, : 517 - 521
  • [22] A novel and efficient neuro-fuzzy classifier for medical diagnosis
    Hong, Chin-Ming
    Chen, Chih-Ming
    Chen, Shyuan-Yi
    Huang, Chao-Yen
    2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, 2006, : 735 - +
  • [23] Neuro-fuzzy Classifier to Recognize Mental Tasks in a BCI
    Lledo, Luis D.
    Cano, Jose M.
    Ubeda, Andres
    Ianez, Eduardo
    Azorin, Jose M.
    2012 4TH IEEE RAS & EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL ROBOTICS AND BIOMECHATRONICS (BIOROB), 2012, : 207 - 212
  • [24] A greenhouse comportments extraction using a neuro-fuzzy classifier
    Fourati, Fathi
    Elleuch, Khaled
    Dehmani, Khaled
    2016 17TH INTERNATIONAL CONFERENCE ON SCIENCES AND TECHNIQUES OF AUTOMATIC CONTROL AND COMPUTER ENGINEERING (STA'2016), 2016, : 429 - 433
  • [25] Neuro-Fuzzy classifier for longitudinal behavioral intervention data
    Gurugubelli, Venkata Sukumar
    Fang, Hua
    Wang, Honggang
    2019 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC), 2019, : 385 - 389
  • [26] Efficient segmentation of degraded images by a neuro-fuzzy classifier
    Texas Tech Univ, Lubbock, United States
    Annu Conf North Am Fuzzy Inf Process Soc NAFIPS, (517-521):
  • [27] Adaptive arrangement classifier via neuro-fuzzy modeling
    Shiina, K
    NINTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2000), VOLS 1 AND 2, 2000, : 577 - 580
  • [28] Intention detection using a neuro-fuzzy EMG classifier
    Hussein, SE
    Granat, MH
    IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 2002, 21 (06): : 123 - 129
  • [29] Neuro-Fuzzy System Based on Fuzzy Truth Value
    Sinuk, Vasily Grigorievich
    Kulabukhov, Sergey Vladimirovich
    ARTIFICIAL INTELLIGENCE (RCAI 2018), 2018, 934 : 91 - 101
  • [30] SEQUENTIAL FUZZY CLUSTERING BASED ON NEURO-FUZZY APPROACH
    Bodyanskiy, Ye, V
    Deineko, A. O.
    Kutsenko, Ya., V
    RADIO ELECTRONICS COMPUTER SCIENCE CONTROL, 2016, (03) : 30 - 38
12345