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
  • [41] Expert System CRIPS: Support of Situation Assessment and Decision Making
    Dellwing, Hermann
    Schmitz, Walter
    CRITICAL INFORMATION INFRASTRUCTURES SECURITY, 2008, 5141 : 124 - 134
  • [42] A Design of Expert System for Strategic Decision Making using CBR
    Kim, Young Jun
    NEW ASPECTS OF APPLIED INFORMATICS, BIOMEDICAL ELECTRONICS AND INFORMATICS AND COMMUNICATION, 2010, : 146 - +
  • [43] Expert forecasting for Telekom Malaysia's decision support system
    Zaini, Noor Fazilatulakma Mohd
    Haris, Norazrina Abu
    Yusof, Noor Azhari Md
    Reh, Raihana
    Saaid, Fatimah Almah
    PROCEEDINGS OF THE WSEAS INTERNATIONAL CONFERENCE ON CIRCUITS, SYSTEMS, ELECTRONICS, CONTROL & SIGNAL PROCESSING: SELECTED TOPICS ON CIRCUITS, SYSTEMS, ELECTRONICS, CONTROL & SIGNAL PROCESSING, 2007, : 575 - 581
  • [44] An object-oriented expert system for power system protective relay operation and management
    Liu, Q
    Cheng, SJ
    POWERCON '98: 1998 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY - PROCEEDINGS, VOLS 1 AND 2, 1998, : 1096 - 1101
  • [45] SEMAGI - An expert system for weed control decision making in sunflowers
    CastroTendero, AJ
    GarciaTorres, L
    CROP PROTECTION, 1995, 14 (07) : 543 - 548
  • [46] Model frame of expert decision design system in building design
    Tan, KJ
    Cao, H
    Chen, L
    Zhu, XH
    FIFTH INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN & COMPUTER GRAPHICS, VOLS 1 AND 2, 1997, : 775 - 778
  • [47] AN OBJECT-ORIENTED EXPERT SYSTEM FOR TROUBLESHOOTING REFINERY DISTILLATION COLUMNS
    王学重
    徐亦方
    史忠植
    沈复
    Journal of Chemical Industry and Engineering, 1992, (02) : 197 - 207
  • [48] An expert system to predict protein thermostability using decision tree
    Wu, Li-Cheng
    Lee, Jian-Xin
    Huang, Hsien-Da
    Liu, Baw-Juine
    Horng, Jorng-Tzong
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (05) : 9007 - 9014
  • [49] Ship Maintenance Decision Support System Based on Data Base and Expert System
    Du, Zunfeng
    Chai, Song
    Tan, Zhendong
    SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING: THEORY AND PRACTICE, VOL 1, 2012, 114 : 739 - +
  • [50] Intelligent system for marine mobile object trajectory motion control and object classification
    Magomedov, Aligaji I.
    MARINE INTELLECTUAL TECHNOLOGIES, 2024, (02): : 208 - 218
12345