To solve the problem that the existing situation awareness research focuses on multi-sensor data fusion,but the expert knowledge is not fully utilized,a heterogeneous informa-tion fusion recognition method based on be...To solve the problem that the existing situation awareness research focuses on multi-sensor data fusion,but the expert knowledge is not fully utilized,a heterogeneous informa-tion fusion recognition method based on belief rule structure is proposed.By defining the continuous probabilistic hesitation fuzzy linguistic term sets(CPHFLTS)and establishing CPHFLTS distance measure,the belief rule base of the relationship between feature space and category space is constructed through information integration,and the evidence reasoning of the input samples is carried out.The experimental results show that the proposed method can make full use of sensor data and expert knowledge for recognition.Compared with the other methods,the proposed method has a higher correct recognition rate under different noise levels.展开更多
The objective principles of shiology are mainly reflected in three fields as food acquisition, eaters' health and shiance order. Most of the objective principles in the field of food acquisition have been revealed...The objective principles of shiology are mainly reflected in three fields as food acquisition, eaters' health and shiance order. Most of the objective principles in the field of food acquisition have been revealed by agronomy and foodstuff science. This research mainly focuses on 10 principles in the field of eaters' health and shiance order and in addition, there are also five lemmas that extend from the above principles. The 10 principles are the core theory of the shiology knowledge system, which play an important role in the objective principles revealed by human beings and constitute one of the basic principles of human civilization. Compared with the scientific principles of mathematics, physics, chemistry and economics, the principles of shiology have three characteristics as popularity, practicability and survivability. The principles of shiology in the field of eaters' health are all around us, and everyone can understand and master them. Using the principles of shiology can improve the healthy life span of 8 billion people. The principles of shiology in the field of shiance order is an important tool of social governance, which can reduce human social conflicts, reduce social involution, improve overall efficiency of social operation, and maintain the sustainable development of human beings.展开更多
A new approach is proposed in this study for accountable capability improvement based on interpretable capability evaluation using the belief rule base(BRB).Firstly,a capability evaluation model is constructed and opt...A new approach is proposed in this study for accountable capability improvement based on interpretable capability evaluation using the belief rule base(BRB).Firstly,a capability evaluation model is constructed and optimized.Then,the key sub-capabilities are identified by quantitatively calculating the contributions made by each sub-capability to the overall capability.Finally,the overall capability is improved by optimizing the identified key sub-capabilities.The theoretical contributions of the proposed approach are as follows.(i)An interpretable capability evaluation model is constructed by employing BRB which can provide complete access to decision-makers.(ii)Key sub-capabilities are identified according to the quantitative contribution analysis results.(iii)Accountable capability improvement is carried out by only optimizing the identified key sub-capabilities.Case study results show that“Surveillance”,“Positioning”,and“Identification”are identified as key sub-capabilities with a summed contribution of 75.55%in an analytical and deducible fashion based on the interpretable capability evaluation model.As a result,the overall capability is improved by optimizing only the identified key sub-capabilities.The overall capability can be greatly improved from 59.20%to 81.80%with a minimum cost of 397.Furthermore,this paper also investigates how optimizing the BRB with more collected data would affect the evaluation results:only optimizing“Surveillance”and“Positioning”can also improve the overall capability to 81.34%with a cost of 370,which thus validates the efficiency of the proposed approach.展开更多
中药不论在直接抑制肿瘤生长,还是辅助西医治疗肿瘤方面都发挥着不容忽视的作用.本文经检索中国知网、万方、维普、Pubmed、Web of Science等数据库,纳入中药汤剂联合化疗治疗非小细胞肺癌(NSCLC)的随机对照试验,通过Meta、用药规律、...中药不论在直接抑制肿瘤生长,还是辅助西医治疗肿瘤方面都发挥着不容忽视的作用.本文经检索中国知网、万方、维普、Pubmed、Web of Science等数据库,纳入中药汤剂联合化疗治疗非小细胞肺癌(NSCLC)的随机对照试验,通过Meta、用药规律、网络药理学和细胞实验等分析方法系统评价中药联合化疗治疗NSCLC的疗效、安全性及作用机制,最终纳入56篇文献进行统计分析,共4992例患者、57首处方、172味中药.结果显示,中药联合化疗治疗组的1年生存率、肝功能损伤、总有效率、胃肠道不良反应等方面均优于单纯化疗组.用药频次>20的有7味:药味以甘苦为主,药性以寒温为主,主要归为肺经和肝经.得到5个高频药物聚类,关联规则分析得到置信度最高的4条药物组合为:天花粉-麦冬、玉竹-麦冬、北沙参-玉竹-麦冬、白术-黄芪-党参.收集到核心中药成分潜在作用靶点与NSCLC交集靶点126个;PPI分析得到3个核心靶点:AKT1、EGFR、SRC;KEGG分析表明关键通路为PI3K-Akt信号通路;筛选得到3个关键成分:木犀草素、槲皮素、山柰酚;分子对接结果表明关键成分和核心靶点均能稳定结合.细胞实验结果表明,木犀草素可有效抑制A549细胞的增殖、活力和迁移,诱导其发生凋亡,并使其形态发生变化.本文结果表明,中药联合化疗治疗NSCLC可以提高其临床疗效、降低化疗的毒副作用;黄芪、麦冬、党参、北沙参等核心中药多种成分可通过多靶点、多途径协同治疗NSCLC;关键中药的核心成分木犀草素可抑制A549细胞的增殖、活力和迁移,并可诱导其发生凋亡.展开更多
基金This work was supported by the Youth Foundation of National Science Foundation of China(62001503)the Special Fund for Taishan Scholar Project(ts 201712072).
文摘To solve the problem that the existing situation awareness research focuses on multi-sensor data fusion,but the expert knowledge is not fully utilized,a heterogeneous informa-tion fusion recognition method based on belief rule structure is proposed.By defining the continuous probabilistic hesitation fuzzy linguistic term sets(CPHFLTS)and establishing CPHFLTS distance measure,the belief rule base of the relationship between feature space and category space is constructed through information integration,and the evidence reasoning of the input samples is carried out.The experimental results show that the proposed method can make full use of sensor data and expert knowledge for recognition.Compared with the other methods,the proposed method has a higher correct recognition rate under different noise levels.
文摘The objective principles of shiology are mainly reflected in three fields as food acquisition, eaters' health and shiance order. Most of the objective principles in the field of food acquisition have been revealed by agronomy and foodstuff science. This research mainly focuses on 10 principles in the field of eaters' health and shiance order and in addition, there are also five lemmas that extend from the above principles. The 10 principles are the core theory of the shiology knowledge system, which play an important role in the objective principles revealed by human beings and constitute one of the basic principles of human civilization. Compared with the scientific principles of mathematics, physics, chemistry and economics, the principles of shiology have three characteristics as popularity, practicability and survivability. The principles of shiology in the field of eaters' health are all around us, and everyone can understand and master them. Using the principles of shiology can improve the healthy life span of 8 billion people. The principles of shiology in the field of shiance order is an important tool of social governance, which can reduce human social conflicts, reduce social involution, improve overall efficiency of social operation, and maintain the sustainable development of human beings.
基金supported by the National Natural Science Foundation of China(72471067,72431011,72471238,72231011,62303474,72301286)the Fundamental Research Funds for the Provincial Universities of Zhejiang(GK239909299001-010).
文摘A new approach is proposed in this study for accountable capability improvement based on interpretable capability evaluation using the belief rule base(BRB).Firstly,a capability evaluation model is constructed and optimized.Then,the key sub-capabilities are identified by quantitatively calculating the contributions made by each sub-capability to the overall capability.Finally,the overall capability is improved by optimizing the identified key sub-capabilities.The theoretical contributions of the proposed approach are as follows.(i)An interpretable capability evaluation model is constructed by employing BRB which can provide complete access to decision-makers.(ii)Key sub-capabilities are identified according to the quantitative contribution analysis results.(iii)Accountable capability improvement is carried out by only optimizing the identified key sub-capabilities.Case study results show that“Surveillance”,“Positioning”,and“Identification”are identified as key sub-capabilities with a summed contribution of 75.55%in an analytical and deducible fashion based on the interpretable capability evaluation model.As a result,the overall capability is improved by optimizing only the identified key sub-capabilities.The overall capability can be greatly improved from 59.20%to 81.80%with a minimum cost of 397.Furthermore,this paper also investigates how optimizing the BRB with more collected data would affect the evaluation results:only optimizing“Surveillance”and“Positioning”can also improve the overall capability to 81.34%with a cost of 370,which thus validates the efficiency of the proposed approach.
文摘中药不论在直接抑制肿瘤生长,还是辅助西医治疗肿瘤方面都发挥着不容忽视的作用.本文经检索中国知网、万方、维普、Pubmed、Web of Science等数据库,纳入中药汤剂联合化疗治疗非小细胞肺癌(NSCLC)的随机对照试验,通过Meta、用药规律、网络药理学和细胞实验等分析方法系统评价中药联合化疗治疗NSCLC的疗效、安全性及作用机制,最终纳入56篇文献进行统计分析,共4992例患者、57首处方、172味中药.结果显示,中药联合化疗治疗组的1年生存率、肝功能损伤、总有效率、胃肠道不良反应等方面均优于单纯化疗组.用药频次>20的有7味:药味以甘苦为主,药性以寒温为主,主要归为肺经和肝经.得到5个高频药物聚类,关联规则分析得到置信度最高的4条药物组合为:天花粉-麦冬、玉竹-麦冬、北沙参-玉竹-麦冬、白术-黄芪-党参.收集到核心中药成分潜在作用靶点与NSCLC交集靶点126个;PPI分析得到3个核心靶点:AKT1、EGFR、SRC;KEGG分析表明关键通路为PI3K-Akt信号通路;筛选得到3个关键成分:木犀草素、槲皮素、山柰酚;分子对接结果表明关键成分和核心靶点均能稳定结合.细胞实验结果表明,木犀草素可有效抑制A549细胞的增殖、活力和迁移,诱导其发生凋亡,并使其形态发生变化.本文结果表明,中药联合化疗治疗NSCLC可以提高其临床疗效、降低化疗的毒副作用;黄芪、麦冬、党参、北沙参等核心中药多种成分可通过多靶点、多途径协同治疗NSCLC;关键中药的核心成分木犀草素可抑制A549细胞的增殖、活力和迁移,并可诱导其发生凋亡.
