Formation of Expert System Decision Explanation in the Object Classification Process

被引：0
|
作者：
Suzdaltsev, Vladimir A. [1 ]
Chermoshencev, Sergey F. [1 ]
Suzdaltsev, Ilya V. [1 ]
Bogula, Nelli Y. [1 ]
机构：
[1] Kazan Natl Res Tech Univ, Dept Comp Aided Design Syst, Kazan, Russia
来源：
PROCEEDINGS OF THE XIX IEEE INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND MEASUREMENTS (SCM 2016) | 2016年
关键词：
expert system; classification; fuzzy model; fuzzy set; fuzzy rule; linguistic variable;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
We consider the way of the fuzzy rules formation to explain the expert system (ES) decisions to classify the objects. Also we consider the problem of interpreting and presenting explanations of the ES classification, which is solved using the fuzzy rules in the users' vernacular. We propose the technique, which allows to convert the initial classification fuzzy model into explanation fuzzy model. Validity of considered approach to obtaining the decision explanation is confirmed by practical experience in the construction and operation of the expert system for pregnancy pathologies prediction.
引用
收藏
页码：319 / 320
页数：2
相关论文
共 50 条
  • [31] Expert system for the control of emergencies of a process plant
    Espasa, ML
    Gibert, IFB
    European Symposium on Computer-Aided Process Engineering-15, 20A and 20B, 2005, 20a-20b : 1489 - 1493
  • [32] An Expert System for Anaerobic Wastewater Treatment Process
    Kang Jiayu
    Mi Linan
    ICIA: 2009 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-3, 2009, : 411 - 414
  • [33] An expert system to support clothing design process
    Santos, Michele
    Rebelo, Francisco
    ERGONOMICS AND HEALTH ASPECTS OF WORK WITH COMPUTERS, PROCEEDINGS, 2007, 4566 : 284 - 289
  • [34] Expert system for controlling the state of sintering process
    Haidong W.
    Journal of Central South University of Technology, 1999, 6 (1): : 41 - 42
  • [35] EXPERT SYSTEM FOR CONTROLLING THE STATE OF SINTERING PROCESS
    Wang Haidong Jiang Bo (Department of Mineral Processing Engineering
    Journal of Central South University of Technology(English Edition), 1999, (01) : 42 - 43
  • [36] The selection of the casting process using an expert system
    Darwish, SM
    ElTamimi, AM
    COMPUTERS IN INDUSTRY, 1996, 30 (02) : 77 - 86
  • [37] Expert System and it's Requirement Engineering Process
    Agarwal, Mahak
    Gael, Shivani
    2014 RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE), 2014,
  • [38] Expert system for classification of measured signal as a sequence of processes
    Becvar, P
    Müller, L
    6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL V, PROCEEDINGS: COMPUTER SCI I, 2002, : 5 - 10
  • [39] Expert System in Glutamic Acid Fermentation Process
    Wang Guicheng
    Guan Changliang
    Guo Yiyang
    Zhang Min
    Li Jinna
    2013 25TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2013, : 4440 - 4444
  • [40] A fuzzy expert system for automatic seismic signal classification
    Laasri, El Hassan Ait
    Akhouayri, Es-Said
    Agliz, Dris
    Zonta, Daniele
    Atmani, Abderrahman
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (03) : 1013 - 1027
12345