Integrating case-based reasoning and decision theory

被引:17
|
作者
Tsatsoulis, C
Cheng, Q
Wei, HY
机构
[1] Dept. of Electrical Eng. and Computer Science, Snow Hall, Univ. of Kansas, Lawrence
[2] Database Consultants Inc., Dallas, TX 75244
来源
IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS | 1997年 / 12卷 / 04期
关键词
D O I
10.1109/64.608193
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Case-based reasoning and decision-theoretic techniques can be complementary. Decision theory helps CBR deal with uncertainties in the problem domain; CBR helps decision theory handle complicated problems with many variables. © 1997 IEEE.
引用
收藏
页码:46 / 55
页数:10
相关论文
共 50 条
  • [1] Integrating case-based reasoning and decision theory
    Univ of Kansas, Lawrence, United States
    IEEE expert, 1997, 12 (04): : 46 - 53
  • [2] INTEGRATING CASE-BASED REASONING IN MULTICRITERIA DECISION SUPPORT SYSTEMS
    ANGEHRN, AA
    IFIP TRANSACTIONS A-COMPUTER SCIENCE AND TECHNOLOGY, 1992, 9 : 133 - 150
  • [3] INTEGRATING CASE-BASED REASONING WITH EVIDENCE-BASED PRACTICE FOR DECISION SUPPORT
    Lopes, Expedito Carlos
    Schiel, Ulrich
    ICEIS 2009 : PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS, VOL AIDSS, 2009, : 368 - 371
  • [4] Architectures Integrating Case-Based Reasoning and Bayesian Networks for Clinical Decision Support
    Bruland, Tore
    Aamodt, Agnar
    Langseth, Helge
    INTELLIGENT INFORMATION PROCESSING V, 2010, 340 : 82 - 91
  • [5] INTEGRATING CASE-BASED AND RULE-BASED REASONING
    DUTTA, S
    BONISSONE, PP
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 1993, 8 (03) : 163 - 203
  • [6] Integrating fuzzy case-based reasoning and particle swarm optimization to support decision making
    RIADI Laboratory, National School of Computer Sciences, University Campus, Manouba, 2010, Tunisia
    Int. J. Comput. Sci. Issues, 1600, 3 3-3 (117-124):
  • [7] Case-based reasoning and decision support systems
    Babka, O
    Whar, SY
    1997 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT PROCESSING SYSTEMS, VOLS 1 & 2, 1997, : 1532 - 1536
  • [8] Induced decision trees for case-based reasoning
    Richardson, MM
    Warren, JR
    ANZIIS 96 - 1996 AUSTRALIAN NEW ZEALAND CONFERENCE ON INTELLIGENT INFORMATION SYSTEMS, PROCEEDINGS, 1996, : 52 - 55
  • [9] Fuzzy modelling of case-based reasoning and decision
    Dubois, D
    Esteva, F
    Garcia, P
    Godo, L
    de Mantaras, RL
    Prade, H
    CASE-BASED REASONING RESEARCH AND DEVELOPMENT, 1997, 1266 : 599 - 610
  • [10] Fuzzy case-based reasoning for decision making
    Bonissone, P
    Cheetham, W
    10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3: MEETING THE GRAND CHALLENGE: MACHINES THAT SERVE PEOPLE, 2001, : 995 - 998