Rule-based FCM: A relational mapping model

被引：0
|
作者：
Yang, Y [1 ]
Li, TS
Le, JJ
机构：
[1] DongHua Univ, Inst Comp & Informat Sci, Shanghai 200051, Peoples R China
[2] Guangxi Univ, Coll Comp & Informat Engn, Nanning 530004, Peoples R China
来源：
DISCOVERY SCIENCE, PROCEEDINGS | 2005年 / 3735卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Rule-Based Fuzzy Cognitive Map (RBFCM) is proposed as an evolution of Fuzzy Causal Maps (FCM) to allow more complete and complex representation of cognition so that relations other than monotonic causality are made possible. This paper shows how RBFCM can be viewed in the context of relation algebra, and proposes a novel model for representing and reasoning causal knowledge relation. The mapping model and rules are introduced to infer three kinds of causal relations that FCM can't support. Capability analysis shows that our model is much better than FCM in emulating real world.
引用
收藏
页码：389 / 391
页数：3
相关论文
共 50 条
  • [1] A rule-based model for mapping potential exotic plant distribution
    Despain, DG
    Weaver, T
    Aspinall, RJ
    [J]. WESTERN NORTH AMERICAN NATURALIST, 2001, 61 (04) : 428 - 433
  • [2] A relational rule-based system for PDF malware detection
    Salame, Geet C.
    Shinde, Nirlepa T.
    Baad, Prajakta P.
    Kshirsagar, Deepak D.
    Tanwar, Surendra Singh
    [J]. JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2024, 45 (04): : 925 - 934
  • [3] A rule-based lens model
    Yin, Jing
    Rothrock, Ling
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS, 2006, 36 (05) : 499 - 509
  • [4] EFSVM-FCM: Evolutionary Fuzzy Rule-Based Support Vector Machines Classifier with FCM Clustering
    Wee, Chua Teck
    Wan, Tan Woei
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2008, : 606 - 612
  • [5] A Fuzzy Rule-Based System for Ontology Mapping
    Fernandez, Susel
    Velasco, Juan R.
    Lopez-Carmona, Miguel A.
    [J]. PRINCIPLES OF PRACTICE IN MULTI-AGENT SYSTEMS, 2009, 5925 : 500 - 507
  • [6] Rule-Based Mapping of Virtual Machines in Clouds
    Kleineweber, Christoph
    Keller, Axel
    Niehoerster, Oliver
    Brinkmann, Andre
    [J]. PROCEEDINGS OF THE 19TH INTERNATIONAL EUROMICRO CONFERENCE ON PARALLEL, DISTRIBUTED, AND NETWORK-BASED PROCESSING, 2011, : 527 - 534
  • [7] Design of fuzzy rule-based models with fuzzy relational factorization
    E, Hanyu
    Cui, Ye
    Pedrycz, Witold
    Fayek, Aminah Robinson
    Li, Zhiwu
    Li, Jinbo
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 206
  • [8] Rule-Based Algorithm Transforming OWL Ontology Into Relational Database
    Podsiadly-Marczykowska, Teresa
    Gambin, Tomasz
    Zawislak, Rafal
    [J]. BEYOND DATABASES, ARCHITECTURES AND STRUCTURES, BDAS 2014, 2014, 424 : 148 - 159
  • [9] Design of fuzzy rule-based models with fuzzy relational factorization
    Hanyu, E.
    Cui, Ye
    Pedrycz, Witold
    Fayek, Aminah Robinson
    Li, Zhiwu
    Li, Jinbo
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 206
  • [10] A Rule-based Event Handling Model
    Luo, Yingwei
    Wang, Xiaolin
    Liu, Xinpeng
    Xing, Zhou
    Pang, Xiao
    Wang, Haibo
    [J]. 2008 IEEE ASIA-PACIFIC SERVICES COMPUTING CONFERENCE, VOLS 1-3, PROCEEDINGS, 2008, : 869 - 875
12345