Insurance applications of soft computing technologies

被引:0
作者
Shapiro, AF [1 ]
机构
[1] Penn State Univ, Smeal Coll Business, University Pk, PA 16802 USA
来源
HYBRID INFORMATION SYSTEMS | 2002年
关键词
soft computing; insurance; applications; neural networks; fuzzy logic; genetic algorithms;
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
The purposes of the article are twofold: first, to review soft computing (SC) applications in insurance so as to document the unique characteristics of insurance as an application area; and second, to document the extent to which hybrid SC technologies have been employed. While it is clear that SC has made inroads into many facets of the business, in most instances the applications did not capitalized on the synergies between the SC technologies and, as a consequence, there are opportunities to extend the studies.
引用
收藏
页码:695 / 710
页数:6
相关论文
共 45 条
  • [1] ABRAHAM A, 2000, HYBRID INTELLIGENT S
  • [2] [Anonymous], TECHNOLOGY LAW INSUR
  • [3] [Anonymous], 1990, Astin Bull., DOI DOI 10.2143/AST.20.1.2005482
  • [4] BAKHEET MT, 1995, THESIS GEORGIA I TEC
  • [5] Bellman R. E., 1971, Decision-making in a fuzzy environment, DOI 10.1287/mnsc.17.4.B141
  • [6] BOISSONNADE AC, 1984, THESIS STANFORD U
  • [7] Soft computing applications: the advent of hybrid systems
    Bonissone, PP
    [J]. APPLICATIONS AND SCIENCE OF NEURAL NETWORKS, FUZZY SYSTEMS, AND EVOLUTIONARY COMPUTATION, 1998, 3455 : 63 - 78
  • [8] Using Kohonen's self-organizing feature map to uncover automobile bodily injury claims fraud
    Brockett, PL
    Xia, XH
    Derrig, RA
    [J]. JOURNAL OF RISK AND INSURANCE, 1998, 65 (02) : 245 - 274
  • [9] A NEURAL-NETWORK METHOD FOR OBTAINING AN EARLY WARNING OF INSURER INSOLVENCY
    BROCKETT, PL
    COOPER, WW
    GOLDEN, LL
    PITAKTONG, U
    [J]. JOURNAL OF RISK AND INSURANCE, 1994, 61 (03) : 402 - 424
  • [10] Buckley J. J., 1994, FUZZY SETS NEURAL NE, P233