Case-based reasoning and statistics for discovering and forecasting of epidemics

被引：0
作者：
Bull, M
Kundt, G
Gierl, L
机构：
来源：
ARTIFICIAL INTELLIGENCE IN MEDICINE | 1997年 / 1211卷
关键词：
case-based reasoning; statistics; forecasting; discovery; epidemics;
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：
We describe the methodology of an early warning system which fulfills the following tasks. (1) discovering of health risks, (2) forecasting of the temporal and spatial spread of epidemics and (3) estimating of consequences of an epidemic w.r.t. the personnel load and costs of the public health service. For mastering this three tasks methods from artifical intelligence and statistics are applied.
引用
收藏
页码：513 / 516
页数：4
相关论文
共 50 条
[21]   On the Improvement of the Reasoning Cycle in Case-Based Reasoning [J].
Boulmaiz, Fateh ;
Reignier, Patrick ;
Ploix, Stephane .
INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2023, PT I, 2023, 13995 :3-16
[22]   Case-Based Reasoning and the Statistical Challenges II [J].
Perner, Petra .
MAN-MACHINE INTERACTIONS 3, 2014, 242 :17-38
[23]   On Application of Case-Based Reasoning to Personalise Learning [J].
Mamcenko, Jelena ;
Kurilovas, Eugenijus ;
Krikun, Irina .
INFORMATICS IN EDUCATION, 2019, 18 (02) :345-358
[24]   Genetic algorithms and case-based reasoning as a teaching, discovering and learning machine for logic circuit optimization [J].
Islas, E ;
Coello, CA ;
Hernández, A ;
Molina, M .
7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL II, PROCEEDINGS: COMPUTER SCIENCE AND ENGINEERING, 2003, :272-277
[25]   Forecasting Repair Schedule for Building Components Based on Case-Based Reasoning and Fuzzy-AHP [J].
Park, Sojin ;
Kwon, Nahyun ;
Ahn, Yonghan .
SUSTAINABILITY, 2019, 11 (24)
[26]   HYBRID FORECASTING SYSTEM BASED ON CASE-BASED REASONING AND ANALYTIC HIERARCHY PROCESS FOR COST ESTIMATION [J].
Kim, Sangyong .
JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2013, 19 (01) :86-96
[27]   A fuzzy case-based reasoning model for sales forecasting in print circuit board industries [J].
Chang, Pei-Chann ;
Liu, Chen-Hao ;
Lai, Robert K. .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (03) :2049-2058
[28]   Introspective reasoning for index refinement in case-based reasoning [J].
Fox, S ;
Leake, DB .
JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2001, 13 (01) :63-88
[29]   On Completeness-Aware Reasoning in Case-Based Reasoning [J].
Boulmaiz, Fateh ;
Reignier, Patrick ;
Ploix, Stephane .
ADVANCES AND TRENDS IN ARTIFICIAL INTELLIGENCE. THEORY AND APPLICATIONS, IEA/AIE 2023, PT I, 2023, 13925 :60-73
[30]   Service Recommendation with Case-based Reasoning [J].
Yang, Pei ;
Mao, Ke ;
Zhong, Xianzhong ;
Xu, Feng .
2015 IEEE 12TH INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC), 2015, :631-635
12345