Implementing belief function computations

被引：21
|
作者：
Haenni, R [1 ]
Lehmann, N
机构：
[1] Univ Konstanz, Ctr Jr Res Fellows, D-78457 Constance, Germany
[2] Univ Fribourg, Dept Informat, CH-1700 Fribourg, Switzerland
来源：
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS | 2003年 / 18卷 / 01期
关键词：
D O I：
10.1002/int.10073
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This article discusses several implementation aspects for Dempster-Shafer belief functions. The main objective is to propose an appropriate representation of mass functions and efficient data structures and algorithms for the two basic operations of combination and marginalization. (C) 2003 Wiley Periodicals, Inc.
引用
收藏
页码：31 / 49
页数：19
相关论文
共 50 条
  • [1] Resource bounded and anytime approximation of belief function computations
    Haenni, R
    Lehmann, N
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2002, 31 (1-2) : 103 - 154
  • [2] Belief Networks and Local Computations
    Jirousek, Radim
    NONLINEAR MATHEMATICS FOR UNCERTAINTY AND ITS APPLICATIONS, 2011, 100 : 179 - 187
  • [3] Monotonicity of entropy computations in belief functions
    Maluf, David A.
    Intelligent Data Analysis, 1997, 1 (03): : 207 - 213
  • [4] An integrated approach for implementing imprecise computations
    Kobayashi, H
    Yamasaki, N
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2003, E86D (10): : 2040 - 2048
  • [5] Implementing belief propagation in neural circuits
    Shon, AP
    Rao, RPN
    NEUROCOMPUTING, 2005, 65 : 393 - 399
  • [6] Implementing context-driven parallel computations
    Rancov, V
    Wu, J
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS IN INDUSTRY AND ENGINEERING, 1996, : 5 - 8
  • [7] Mobile Agents Implementing Local Computations in Graphs
    Derbel, Bilel
    Mosbah, Mohamed
    Gruner, Stefan
    GRAPH TRANSFORMATIONS, ICGT 2008, 2008, 5214 : 99 - +
  • [8] FUNCTION OF BELIEF
    BELMONT, N
    HOMME, 1973, 13 (03): : 72 - 81
  • [9] Implementing Belief Change in the Situation Calculus and an Application
    Pagnucco, Maurice
    Rajaratnam, David
    Strass, Hannes
    Thielscher, Michael
    LOGIC PROGRAMMING AND NONMONOTONIC REASONING (LPNMR 2013), 2013, 8148 : 439 - 451
  • [10] Methods for implementing the stream boundary condition in DSMC computations
    Lilley, CR
    Macrossan, MN
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN FLUIDS, 2003, 42 (12) : 1363 - 1371
12345