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底层网络潜在危险数据的未激活状态挖掘模型
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作者 李俊 《科技通报》 北大核心 2015年第3期224-227,共4页
底层网络潜在的危险未激活状态数据属性具有较高的模糊性,传统的数据挖掘方法依据攻击行为特征,完成潜在危险数据未激活状态的挖掘,容易产生挖掘多中心问题,具有较高的误警率,提出一种基于动态映射的潜在危险数据未激活状态挖掘方法,面... 底层网络潜在的危险未激活状态数据属性具有较高的模糊性,传统的数据挖掘方法依据攻击行为特征,完成潜在危险数据未激活状态的挖掘,容易产生挖掘多中心问题,具有较高的误警率,提出一种基于动态映射的潜在危险数据未激活状态挖掘方法,面向底层高维度潜在危险数据属性,通过主成分分析方法,对底层网络潜在危险数据进行降维操作,构建潜在危险数据的映射网络,搜索优秀的显示邻域保留的网络,从该网络中生成映射图,对其参数进行分析,获取异常数据,也就是未激活状态数据。实验结果说明,采用所提方法可增强底层网络潜在危险数据未激活状态挖掘的精度和效率。 展开更多
关键词 底层网络 潜在危险数据 未激活状态 挖掘模型
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Landslide Hazard Mapping During a Large Scale Earthquake
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作者 Akito NAKASUJI 《Journal of Mountain Science》 SCIE CSCD 2011年第2期223-227,共5页
This paper reports a method to make hazard maps of sediment disasters resulting from an earthquake and following heavy rainfall for the entire region of Gunma prefecture, Japan. Firstly, we identified the slopes in th... This paper reports a method to make hazard maps of sediment disasters resulting from an earthquake and following heavy rainfall for the entire region of Gunma prefecture, Japan. Firstly, we identified the slopes in the study area, which are susceptible to large-scale landslides and land failures during an earthquake with a magnitude of seven on the Richter scale. To analyze the sheer volume of the data, we employed a statistical method to evaluate the susceptibility, mainly considering geomorphologic conditions. Secondly, we extracted mudflow and slope failure susceptible areas and potential flooding zones resulting from a damming at a river triggered by the earthquake and heavy rainfall, and we identified the settlements which would be isolated by the road disruption caused by the sediment disasters. As the result, 359 settlements were classified as potential isolation areas. Combining the above-mentioned susceptibility maps, we obtained two types of sediment disaster hazard maps of the study area, depicting the potential hazards which would occur during the earthquake and the disasters which would be caused by heavy rainfall following the quake, respectively. These hazard maps and the disaster information would be useful for the regional disaster prevention planning and countermeasures in the future. 展开更多
关键词 Earthquake hazard LANDSLIDE Hazard map
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