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纸张抗张强度相关因素的数学统计分析方法
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作者 杨艳琦 姚杰 《造纸科学与技术》 2024年第6期21-23,共3页
为实现对纸张抗张强度的自动化检测,提高纸张产品的生产质量和生产效率,对造纸企业实际生产数据实施标准化预处理,并通过灰色关联度算法对纸张抗张强度与其他因素之间的相关性进行分析。在此基础上,采用线性回归模型对灰色关联度算法进... 为实现对纸张抗张强度的自动化检测,提高纸张产品的生产质量和生产效率,对造纸企业实际生产数据实施标准化预处理,并通过灰色关联度算法对纸张抗张强度与其他因素之间的相关性进行分析。在此基础上,采用线性回归模型对灰色关联度算法进行求解。为验证该模型的有效性,通过拟合优度指标对模型进行验证,发现该模型相较于Xgboost-SVM、Lasso回归以及逐步回归等模型,体现出了更加理想的拟合效果。最终得到检测厚度、检测定量、喂料泵电流等15个与纸张抗张强度高度相关的影响因素,可用于指导现场工作人员对纸张抗张强度的合理化控制,具有一定的应用价值。 展开更多
关键词 制浆造纸工艺 影响因素分析 线性回归模型 相关度统计
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融合统计信息与语义相似度的特征扩展算法
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作者 李晓红 曹林 +1 位作者 宿云 马慧芳 《计算机工程》 CAS CSCD 北大核心 2017年第6期177-181,共5页
通过分析短文本的高维性和稀疏性,提出一种融合特征词间统计信息与语义相似度的短文本特征扩展算法。根据词的贡献度对候选特征集进行筛选,得到扩展集合初始值。计算特征词之间的统计相关度,构建二元相关词对集合。利用外部知识库知网... 通过分析短文本的高维性和稀疏性,提出一种融合特征词间统计信息与语义相似度的短文本特征扩展算法。根据词的贡献度对候选特征集进行筛选,得到扩展集合初始值。计算特征词之间的统计相关度,构建二元相关词对集合。利用外部知识库知网中的语义关系获取相关词对的义项集合并计算语义相似度,将满足条件的义项扩展为短文本的特征词,得到扩展后的特征集。实验结果表明,使用该算法对短文本进行特征扩展后,可显著提升分类器的分类效果。 展开更多
关键词 短文本 统计相关度 语义相似度 知网 特征扩展
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Groundwater Contaminated by Nitrates--A Case Study of Ado-Ekiti, Ekiti State, Southwestern Nigeria
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作者 Lateef Taofeek Ayinla Adegoke James 《Journal of Environmental Science and Engineering(A)》 2012年第7期904-908,共5页
Nitrate is one of the problematic and wide spread contaminations. Indiscriminate disposition of human and animal wastes in Nigeria especially in urban region, and lack of proper environmental sanitation geared the nee... Nitrate is one of the problematic and wide spread contaminations. Indiscriminate disposition of human and animal wastes in Nigeria especially in urban region, and lack of proper environmental sanitation geared the need for the monitoring of groundwater contamination. This research work monitored the concentration of nitrate and nitrate-nitrogen in portable water from wells in Odo Ado, Ado-Ekiti, Ekiti State, and examined the relationship between this concentration and the well depth as well as its nature (ringing). The results showed that out of 20 water wells sampled, 50% of samples contain high level of nitrate with the highest having concentration of 140 mg/L and least 49 mg/L while the remaining has acceptable concentration ranging between 3.5 mg/L and 35 mg/L with most ringed wells. The mean concentration of nitrates is 48.06 mg/L and the nitrate-nitrogen is 10.85 mg/L. The statistical correlation between the concentrations and depth showed that there is a significant difference between their means at 95% confidence using T-test. Out of ringed wells, five have high concentration and eight have low concentrations while two of the wells (not ringed) fall below the acceptable limit (EPA) which indicates that there are other factors such as closeness to the point source and soil texture which were not considered in this work. 展开更多
关键词 NITRATE contamination depth GROUNDWATER aquifer.
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Research on Evenness of Woollen Cashmere Yarn
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作者 徐先林 黄故 李培玲 《Journal of Donghua University(English Edition)》 EI CAS 2009年第5期522-527,共6页
Parameters influencing the evenness of the woollen cashmere yarn were analyzed, and fifty batches of yams with fineness of 38.5 tex were used to study the quality control parameters in relation to the evenness. Throug... Parameters influencing the evenness of the woollen cashmere yarn were analyzed, and fifty batches of yams with fineness of 38.5 tex were used to study the quality control parameters in relation to the evenness. Through statistical analysis, the models of yarn evenness were built. Moreover, the relationship between the evenness of spinning yarn and roving yarn was also investigated. The results showed that a positive correlation existed between them, and the mount of thin place per kilometer was the most important factor which could influence the evenness of woollen cashmere yam. The influence of the amount of neps and thick place on the yam evenness was indistinctive. The conclusions obtained would be helpful to improve the precontrol ability on yarn evenness. 展开更多
关键词 woollen cashmere yarn yarn evenness correlation
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