A fuzzy central cluster neural classifier

被引:0
|
作者
Zeng, HL
Hu, Y
Sun, XB
机构
来源
PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5 | 2000年
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Pattern classification is a critical stage in an Image recognition system. In this paper, we will incorporate the concepts of fuzzy sets into the recognition system, and develop an efficient algorithm based on fuzzy classification decision criterion to classify features of images with a high degree of success. A fuzzy central cluster neural network classifier (FCCNN) are proposed, which takes advantages of neural networks being of the high computation rate provided by their massive parallelism, and fuzzy neural network classifiers can be trained with supervision its well as unsupervision techniques.
引用
收藏
页码:1747 / 1750
页数:4
相关论文
共 50 条
  • [41] Dimensionality reduction of medical big data using neural-fuzzy classifier
    Azar, Ahmad Taher
    Hassanien, Aboul Ella
    SOFT COMPUTING, 2015, 19 (04) : 1115 - 1127
  • [42] GOFAM: a hybrid neural network classifier combining fuzzy ARTMAP and genetic algorithm
    Yaghini, Masoud
    Shadmani, Mohammad Ali
    ARTIFICIAL INTELLIGENCE REVIEW, 2013, 39 (03) : 183 - 193
  • [43] Fuzzy neural classifier for fault diagnosis of transformer based on rough sets theory
    Su, HS
    Li, QZ
    ICEMS 2005: Proceedings of the Eighth International Conference on Electrical Machines and Systems, Vols 1-3, 2005, : 2223 - 2227
  • [44] A current mode VLSI neural fuzzy classifier for unconstrained handwritten numeral classification
    Li, GX
    Shi, BX
    ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3, 1998, : 562 - 565
  • [45] A multi-class heartbeat classifier employing hybrid fuzzy -neural network
    Ghongade, Rajesh
    Ghatol, Ashok
    ICIAS 2007: INTERNATIONAL CONFERENCE ON INTELLIGENT & ADVANCED SYSTEMS, VOLS 1-3, PROCEEDINGS, 2007, : 18 - +
  • [46] Multi-Level Fuzzy Min-Max Neural Network Classifier
    Davtalab, Reza
    Dezfoulian, Mir Hossein
    Mansoorizadeh, Muharram
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 25 (03) : 470 - 482
  • [47] Neural network classifier for automatic course-keeping based on fuzzy logic
    Sedova, Nelly
    Sedov, Viktor
    Bazhenov, Ruslan
    Bogatenkov, Sergey
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (03) : 4683 - 4694
  • [48] Fuzzy Min-Max Neural Network for Learning a Classifier with Symmetric Margin
    Forghani, Yahya
    Yazdi, Hadi Sadoghi
    NEURAL PROCESSING LETTERS, 2015, 42 (02) : 317 - 353
  • [49] A Self Learning Rough Fuzzy Neural Network Classifier for Mining Temporal patterns
    Sethukkarasi, R.
    Keerthika, U.
    Kannan, A.
    PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI'12), 2012, : 111 - 117
  • [50] An Improved Neural Network Classifier Using Fuzzy Nearest Neighbor Partitioning Method
    Shuangrong Liu
    Lin Wang
    Bo Yang
    International Journal of Fuzzy Systems, 2019, 21 : 2270 - 2282