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[计算机科学] 应用Dempster-Shafer理论的禽流感(H5N1)专家系统 [推广有奖]

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能者818 在职认证  发表于 2022-3-17 10:55:00 来自手机 |AI写论文

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摘要翻译:
根据2011年15个国家向世界卫生组织(WHO)报告的累计确诊人感染禽流感(H5N1)病例数,印度尼西亚因禽流感死亡人数最多,其中有146人死亡。在本研究中,研究者建立了一个禽流感(H5N1)专家系统,用于禽流感疾病的识别和识别结果的显示。本文将五个主要症状描述为抑郁、梳状、刺状、脸色发青、脸色肿胀、眼睛狭窄、平衡障碍。我们以鸡肉为研究对象。研究地点在南苏马特拉楠榜省。研究人员选择南苏马特拉楠榜省的原因是该省家禽数量较多。Dempster-Shafer理论作为专家系统中的推理机,利用Dempster-Shafer理论将不确定和不知道条件下的信念结合起来,定量地度量识别结果中的信念和可信程度。结果表明,禽流感(H5N1)专家系统成功地识别了禽流感的存在,并显示了识别过程的结果。
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英文标题:
《Avian Influenza (H5N1) Expert System using Dempster-Shafer Theory》
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作者:
Andino Maseleno, Md. Mahmud Hasan
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最新提交年份:
2012
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分类信息:

一级分类:Computer Science        计算机科学
二级分类:Artificial Intelligence        人工智能
分类描述:Covers all areas of AI except Vision, Robotics, Machine Learning, Multiagent Systems, and Computation and Language (Natural Language Processing), which have separate subject areas. In particular, includes Expert Systems, Theorem Proving (although this may overlap with Logic in Computer Science), Knowledge Representation, Planning, and Uncertainty in AI. Roughly includes material in ACM Subject Classes I.2.0, I.2.1, I.2.3, I.2.4, I.2.8, and I.2.11.
涵盖了人工智能的所有领域,除了视觉、机器人、机器学习、多智能体系统以及计算和语言(自然语言处理),这些领域有独立的学科领域。特别地,包括专家系统,定理证明(尽管这可能与计算机科学中的逻辑重叠),知识表示,规划,和人工智能中的不确定性。大致包括ACM学科类I.2.0、I.2.1、I.2.3、I.2.4、I.2.8和I.2.11中的材料。
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一级分类:Mathematics        数学
二级分类:Probability        概率
分类描述:Theory and applications of probability and stochastic processes: e.g. central limit theorems, large deviations, stochastic differential equations, models from statistical mechanics, queuing theory
概率论与随机过程的理论与应用:例如中心极限定理,大偏差,随机微分方程,统计力学模型,排队论
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英文摘要:
  Based on Cumulative Number of Confirmed Human Cases of Avian Influenza (H5N1) Reported to World Health Organization (WHO) in the 2011 from 15 countries, Indonesia has the largest number death because Avian Influenza which 146 deaths. In this research, the researcher built an Avian Influenza (H5N1) Expert System for identifying avian influenza disease and displaying the result of identification process. In this paper, we describe five symptoms as major symptoms which include depression, combs, wattle, bluish face region, swollen face region, narrowness of eyes, and balance disorders. We use chicken as research object. Research location is in the Lampung Province, South Sumatera. The researcher reason to choose Lampung Province in South Sumatera on the basis that has a high poultry population. Dempster-Shafer theory to quantify the degree of belief as inference engine in expert system, our approach uses Dempster-Shafer theory to combine beliefs under conditions of uncertainty and ignorance, and allows quantitative measurement of the belief and plausibility in our identification result. The result reveal that Avian Influenza (H5N1) Expert System has successfully identified the existence of avian influenza and displaying the result of identification process.
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PDF链接:
https://arxiv.org/pdf/1204.4311
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关键词:Afer 专家系统 mps AFE 禽流感 数量 家禽 H5N1 专家系统 2011

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