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An Improved Practical Byzantine Fault-Tolerant Algorithm Based on XGBoost Grouping for Consortium Chains
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作者 Xiaowei Wang Haiyang Zhang +5 位作者 Jiasheng Zhang Yingkai Ge Kexin Cui Zifu Peng Zhengyi Li Lihua Wang 《Computers, Materials & Continua》 SCIE EI 2025年第1期1295-1311,共17页
In response to the challenges presented by the unreliable identity of the master node,high communication overhead,and limited network support size within the Practical Byzantine Fault-Tolerant(PBFT)algorithm for conso... In response to the challenges presented by the unreliable identity of the master node,high communication overhead,and limited network support size within the Practical Byzantine Fault-Tolerant(PBFT)algorithm for consortium chains,we propose an improved PBFT algorithm based on XGBoost grouping called XG-PBFT in this paper.XG-PBFT constructs a dataset by training important parameters that affect node performance,which are used as classification indexes for nodes.The XGBoost algorithm then is employed to train the dataset,and nodes joining the system will be grouped according to the trained grouping model.Among them,the nodes with higher parameter indexes will be assigned to the consensus group to participate in the consensus,and the rest of the nodes will be assigned to the general group to receive the consensus results.In order to reduce the resource waste of the system,XG-PBFT optimizes the consensus protocol for the problem of high complexity of PBFT communication.Finally,we evaluate the performance of XG-PBFT.The experimental results show that XG-PBFT can significantly improve the performance of throughput,consensus delay and communication complexity compared to the original PBFT algorithm,and the performance enhancement is significant compared to other algorithms in the case of a larger number of nodes.The results demonstrate that the XG-PBFT algorithm is more suitable for large-scale consortium chains. 展开更多
关键词 Consortium chain PBFT grouping REPUTATION XGBoost
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Double Grouping-Based Group Handover Scheme for Mega LEO Satellite Networks
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作者 Zhu Hongtao Wang Zhenyong +2 位作者 Li Dezhi Yang Mingchuan Guo Qing 《China Communications》 2025年第2期77-94,共18页
The rapid development of mega low earth orbit(LEO)satellite networks is expected to have a significant impact on 6G networks.Unlike terrestrial networks,due to the high-speed movement of satellites,users will frequent... The rapid development of mega low earth orbit(LEO)satellite networks is expected to have a significant impact on 6G networks.Unlike terrestrial networks,due to the high-speed movement of satellites,users will frequently hand over between satellites even if their positions remain unchanged.Furthermore,the extensive coverage characteristic of satellites leads to massive users executing handovers simultaneously.To address these challenges,we propose a novel double grouping-based group handover scheme(DGGH)specifically tailored for mega LEO satellite networks.First,we develop a user grouping strategy based on beam-limited hierarchical clustering to divide users into distinct groups.Next,we reframe the challenge of managing multiple users’simultaneous handovers as a single-objective optimization problem,solving it with a satellite grouping strategy that leverages the accuracy of greedy algorithms and the simplicity of dynamic programming.Additionally,we develop a group handover algorithm based on minimal handover waiting time to improve the satellite grouping process further.The detailed steps of the DGGH scheme’s handover procedure are meticulously outlined.Comprehensive simulations show that the proposed DGGH scheme outperforms single-user handover schemes in terms of handover signaling over-head and handover success rate. 展开更多
关键词 DGGH group handover mega LEO satellite networks satellite grouping user grouping
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Research Status and Prospects of Platinum Group Metal Coatings with High-Temperature Oxidation Resistance
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作者 Ding Chenxi Liu Zhongyu +3 位作者 Fang Zhen Wang Haoxu Lv Biao Hu Zhenfeng 《稀有金属材料与工程》 北大核心 2026年第2期333-344,共12页
Platinum group metals have high melting points,strong corrosion resistance,stable chemical properties,and low oxygen permeability in high-temperature oxygen-containing environments.As thermal protective coating materi... Platinum group metals have high melting points,strong corrosion resistance,stable chemical properties,and low oxygen permeability in high-temperature oxygen-containing environments.As thermal protective coating materials,they have gained essential applications in the aerospace field and have excellent prospects for application in frontier military fields,such as protecting hot-end components of hypersonic aircraft.This research reviewed the latest research progress of platinum group metal coatings with hightemperature oxidation resistance,including coating preparation techniques,oxidation failure,and alloying modification.The leading preparation techniques of current platinum group metal coatings were discussed,as well as the advantages and disadvantages of various existing preparation techniques.Besides,the intrinsic properties,failure forms,and failure mechanisms of coatings of single platinum group metal in high-temperature oxygen-containing environments were analyzed.On this basis,the necessity,main methods,and main achievements of alloying modification of platinum group metals were summarized.Finally,the future development of platinum group coatings with high-temperature oxidation resistance was discussed and prospected. 展开更多
关键词 platinum group metal coatings preparation technique high temperature oxidation resistance alloying modification
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Local Characterizations of Results on the Normal Index of Subgroups in Finite Groups
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作者 Yubo LV Yangming LI Xiaoxia DONG 《Journal of Mathematical Research with Applications》 2026年第1期33-39,共7页
Let G be a finite group and H a subgroup of G.The normal index of H in G is defined as the order of K/H_(G),where K is a normal supplement of H in G such that|K|is minimal and H_(G)≤K■G.Let p be a prime which divide... Let G be a finite group and H a subgroup of G.The normal index of H in G is defined as the order of K/H_(G),where K is a normal supplement of H in G such that|K|is minimal and H_(G)≤K■G.Let p be a prime which divides the order of a group G.In this paper,some characterizations of G being p-solvable or p-supersolvable were obtained by analyzing the normal index of certain subgroups of G.These results can be viewed as local version of recent results in the literature. 展开更多
关键词 p-solvable group p-supersolvable group normal index maximal subgroup 2-maximal subgroup
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Effect of fluorination positions at diphenylamino flanking groups on the photovoltaic performance for nonfused ring electron acceptors
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作者 Yang Gao Huarui Zhang +7 位作者 Yan Xie Xinjun Xu Yahui Liu Hao Lu Wenkai Zhang Yuqiang Liu Cuihong Li Zhishan Bo 《Chinese Chemical Letters》 2026年第1期368-373,共6页
The fluorination strategy has been proven effective in significantly enhancing the photovoltaic performance of organic solar cells(OSCs) based on non-fused ring electron acceptors(NFREAs).However,research on the impac... The fluorination strategy has been proven effective in significantly enhancing the photovoltaic performance of organic solar cells(OSCs) based on non-fused ring electron acceptors(NFREAs).However,research on the impact of fluorination positions at side chains on NFREAs device performance remains scant.In this study,we introduce two isomeric NFREAs,designated as GA-2F-E and GA-2F,distinguished by their fluorination positions at the side chains.Both NFREAs share a thiophene[3,2-b]thiophene core,but their side chains differ:GA-2F-E features two(4-butylphenyl)-N-(4-fluorophenyl) amino groups,whereas GA-2F's side chains consist of bis(4-fluorophenyl)amino and bis(4-butylphenyl)amino groups attached to opposite sides of the core.To delve into the influence of fluorination positions on the optoelectronic properties,aggregation behavior,and overall efficiency of the acceptor molecules,a comprehensive investigation was conducted.The findings reveal that,despite similar photophysical properties and comparable absorption bandwidths,GA-2F-E,with fluorine atoms positioned on both sides of the molecular framework,demonstrates more compact π-π stacking,reduced bimolecular recombination,superior exciton transport,and a more balanced,higher mobility.As a result of these advantages,OSCs optimized with D18:GA-2F-E achieve a remarkable power conversion efficiency(PCE) of 16.45 %,surpassing the 15.83 %PCE of devices utilizing D18:GA-2F.This research underscores the potential of NFREAs in future applications and highlights the significance of fluorination positions in enhancing OSC performance,paving the way for the development of more efficient NFREAs. 展开更多
关键词 Organic solar cells Non-fused ring electron acceptors Fluorination position Diphenylamino groups Power conversion efficiencies
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Fundamental groups of manifolds of positive sectional curvature
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作者 RONG Xiaochun 《首都师范大学学报(自然科学版)》 2026年第1期1-13,27,共14页
Let M be a compact n-manifold of positive sectional curvature.We will review classical results on the fundamental group of M,a motivation on the c(n)-cyclic conjecture that the fundamental group of M contains a cyclic... Let M be a compact n-manifold of positive sectional curvature.We will review classical results on the fundamental group of M,a motivation on the c(n)-cyclic conjecture that the fundamental group of M contains a cyclic subgroup of index bounded above by c(n),a constant depending only on n,and we will survey partial results(up to date)on the c(n)-cyclic conjecture. 展开更多
关键词 positive sectional curvature conjecture on almost cyclic fundamental groups equivariant Gromov-Hausdorff convergence Alexandrov geometry
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The Torch Festival of the Yi Ethnic Group
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《China Today》 2026年第3期80-80,共1页
THE Torch Festival is the most significant and grandest celebration for all Yi communities across China’s Yunnan,Guizhou,and Sichuan provinces,with a history spanning over a thousand years.It reflects the Yi people’... THE Torch Festival is the most significant and grandest celebration for all Yi communities across China’s Yunnan,Guizhou,and Sichuan provinces,with a history spanning over a thousand years.It reflects the Yi people’s long-standing reverence for fire.Originating from the Yi ancestors’worship of fire,the festival was intended to drive away pests and evil spirits,protect crops,and represent prayers for a bountiful harvest. 展开更多
关键词 torch festival Fire Worship Harvest Prayers Crop Protection Yi Ethnic group Pest Control Evil Spirits drive away pests evil spiritsprotect
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From amalgamation to post-orogenic Rodinian rifting:Decoded by the Neoproterozoic Shenshan Group,South China
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作者 Hong-shuai Wu Yu-zhi Zhang +5 位作者 Xue Yang Jian-wen Yang Meng-yuan Li Xiao-qing Yu Cheng Wang Cheng-shi Gan 《China Geology》 2026年第1期102-119,I0001-I0014,共32页
The Shenshan Group provides important geological information which is vital in unraveling the amalgamation and subsequent rifting processes of South China.While conventional studies have asserted its formation in a su... The Shenshan Group provides important geological information which is vital in unraveling the amalgamation and subsequent rifting processes of South China.While conventional studies have asserted its formation in a subduction setting,the distinct investigation reveals the necessity for reassessment.To address this,the authors employ integrated methods encompassing petrological,zircon U-Pb geochronological,Lu-Hf isotopic and geochemical methods for sedimentary rocks from the upper Shenshan subgroup and Banxi Group.The geochemical results indicate that they were formed through the recycling deposition of intermediate-acidic igneous source material and experienced moderate chemical weathering.Additionally,both sedimentary sequences exhibit characteristics consistent with those formed in an intracontinental extensional rift setting since ca.810 Ma.The provenance analysis indicates that the upper Shenshan subgroup primarily originates from the Yangtze Domain,while the Banxi Group from both the Yangtze and Cathaysia domains.Synthesizing with previous studies,the Shenshan Group should be subdivided into the lower and upper subgroups which represent distinct tectonic backgrounds.The lower subgroup is inferred to have formed in an Early Neoproterozoic fore-arc setting,akin to the Zhoutan group.The upper subgroup corresponds to the Banxi Group,representing the Middle Neoproterozoic postorogenic rift setting,responding to the breakup of Rodinia. 展开更多
关键词 South China plate Subdivision of the Shenshan group The upper Shenshan Subgroup Sedimentary rock Intermediate-acidic igneous source material Post-orogenic rift setting MESO-NEOPROTEROZOIC Fore-arc environment Rodinian continental rifting Geological survey engineering
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基于Group-Lasso-Logistic的网络信贷违约预测研究
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作者 李气芳 周诗妮 《佳木斯大学学报(自然科学版)》 2026年第1期177-180,共4页
针对网络信贷问题,基于某信贷平台数据构建Group-Lasso-Logistic模型,探讨影响贷款申请人违约的因素,并与全变量Logistic模型、逐步回归Logistic模型、Lasso-Logistic模型进行对比分析。研究发现:Group-Lasso-Logistic模型的评价性能最... 针对网络信贷问题,基于某信贷平台数据构建Group-Lasso-Logistic模型,探讨影响贷款申请人违约的因素,并与全变量Logistic模型、逐步回归Logistic模型、Lasso-Logistic模型进行对比分析。研究发现:Group-Lasso-Logistic模型的评价性能最好,且模型最简洁;贷款金额、贷款利率、分期付款金额以及贷款申请状态对贷款申请人违约风险起正向作用;年收入以及贷款人信用档案中当前的信用总额对贷款申请人违约风险起反向作用;贷款人在登记时所提供的房屋所有权状况为1以及验证状态为1或2这类人更容易发生违约;Group-Lasso-Logistic模型具有稳健性,且不同地区之间存在异质性。 展开更多
关键词 网络信贷 group-Lasso-Logistic 稳健性 异质性
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Image quality assessment based on perceptual grouping
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作者 王同罕 张璐 +3 位作者 贾惠珍 孔佑勇 李宝生 舒华忠 《Journal of Southeast University(English Edition)》 EI CAS 2016年第1期29-34,共6页
To further explore the human visual system( HVS),the perceptual grouping( PG), which has been proven to play an important role in the HVS, is adopted to design an effective image quality assessment( IQA) model. ... To further explore the human visual system( HVS),the perceptual grouping( PG), which has been proven to play an important role in the HVS, is adopted to design an effective image quality assessment( IQA) model. Compared with the existing fixed-window-based models, the proposed one is an adaptive window-like model that introduces the perceptual grouping strategy into the IQA model. It works as follows: first,it preprocesses the images by clustering similar pixels into a group to the greatest extent; then the structural similarity is used to compute the similarity of the superpixels between reference and distorted images; finally, it integrates all the similarity of superpixels of an image to yield a quality score. Experimental results on three databases( LIVE, IVC and MICT) showthat the proposed method yields good performance in terms of correlation with human judgments of visual quality. 展开更多
关键词 perceptual grouping perceptual image quality assessment superpixels full reference
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商业银行基于Group Training技术的小样本学习应用研究
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作者 吴永飞 寿弘宇 +3 位作者 王彦博 魏文术 徐奇 张月 《金融科技时代》 2025年第3期16-22,共7页
人工智能是推动社会进步和经济发展的关键力量。商业银行已经在诸多业务领域广泛使用人工智能技术,如精准营销、智能风控、智慧运营等业务领域。然而,有些业务场景在“冷启动”阶段面临样本量不足,并且坏样本量极少的小样本学习问题,这... 人工智能是推动社会进步和经济发展的关键力量。商业银行已经在诸多业务领域广泛使用人工智能技术,如精准营销、智能风控、智慧运营等业务领域。然而,有些业务场景在“冷启动”阶段面临样本量不足,并且坏样本量极少的小样本学习问题,这导致现有的人工智能技术可能失效。基于此,文章创新提出了一种Group Training(群组训练)建模思路,可以有效解决小样本学习问题。实证结果表明,Group Training建模方案在多个金融数据集上效果均明显优于传统的建模方案,这为商业银行小样本学习提供了新的研究思路和解决方案。 展开更多
关键词 人工智能 小样本学习 group Learning group Training
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Grouping separation of mixed rare earths from their coexisting aqueous solutions by liquid-column elution 被引量:4
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作者 Wenjuan Cao Kun Huang +1 位作者 Xiaoqin Wang Huizhou Liu 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2019年第8期1828-1836,共9页
A new approach was proposed for grouping separation of 14 lanthanide rare-earth ions from their coexisting mixed aqueous solutions, by performing liquid-column elution using the aqueous solution containing 14 lanthani... A new approach was proposed for grouping separation of 14 lanthanide rare-earth ions from their coexisting mixed aqueous solutions, by performing liquid-column elution using the aqueous solution containing 14 lanthanide rare-earth ions as the stationary phase and the dispersed organic oil droplets containing P507 extractant as the mobile phase. It was revealed that 14 lanthanide rare-earth ions could be separated into four groups, according to the lanthanide tetrad effect, respectively eluting out from the liquid column at different time in a certain order. Various effects including the saponification degree of P507, the concentration of P507 in organic phase, the length and inner diameter of the extraction column on the performance of grouping separation of rare-earth ions were discussed. The changes of the mass transfer coefficients were also investigated. The separation efficiency of the four groups of rareearth elements(REEs) was evaluated based on the elution resolution, Rs, of the elution peaks of La(Ⅲ),Gd(Ⅲ), Ho(Ⅲ) and Lu(Ⅲ), the four representative elements respectively from each of the four groups of REEs. Experimental results demonstrated that the separation of REEs by liquid-column elution mainly depended on the competitive adsorption of different rare-earth groups onto the surface of ascending P507 oil droplets. The affinity of different rare-earth groups with P507 extractant and a limited adsorption capacity of P507 molecules at the surface of the oil droplets ascending in liquid column play the important role. The present work highlights a promising technique for grouping separation of multiple lanthanide elements co-existing complex systems. 展开更多
关键词 ELUTION LANTHANIDE TETRAD effect RARE-EARTHS group SEPARATION
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Grouping response method for equivalent static wind loads based on a modified LRC method 被引量:9
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作者 Zhou Xuanyi Gu Ming Li Gang 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2012年第1期107-119,共13页
Wind loading is one of the most important loads for controlling the design of large-span roof structures. Equivalent static wind loads, which can generally aim at determining a specific response, are widely used by st... Wind loading is one of the most important loads for controlling the design of large-span roof structures. Equivalent static wind loads, which can generally aim at determining a specific response, are widely used by structural designers. A method for equivalent static wind loads applicable to multi-responses is proposed in this paper. A modified load- response-correlation (LRC) method corresponding to a particular peak response is presented, and the similarity algorithm implemented for the group response is described. The main idea of the algorithm is that two responses can be put into one group if the value of one response is close to that of the other response, when the structure is subjected to equivalent static wind loads aiming at the other response. Based on the modified LRC, the grouping response method is put forward to construct equivalent static wind loading. This technique can simultaneously reproduce peak responses for some grouped responses. To verify its computational accuracy, the method is applied to an actual large-span roof structure. Calculation results show that when the similarity of responses in the same group is high, equivalent static wind loads with high accuracy and reasonable magnitude of equivalent static wind distribution can be achieved. 展开更多
关键词 large-span roof equivalent static wind loads modified LRC method grouping response similarityalgorithm
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Relationship between CT grouping and complications of liver cirrhosis 被引量:6
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作者 Min-Guang Zhang Xue-Jing Huang +2 位作者 Qiong Zhu Jian Geng An-Jun Zhang 《Hepatobiliary & Pancreatic Diseases International》 SCIE CAS 2006年第2期219-223,共5页
BACKGROUND:Imaging examination is important for hepatic cirrhosis.But the relationship between magnetic resonance(MR),computed tomography(CT)or ultrasound findings and pathological groups,degree,or reserve function of... BACKGROUND:Imaging examination is important for hepatic cirrhosis.But the relationship between magnetic resonance(MR),computed tomography(CT)or ultrasound findings and pathological groups,degree,or reserve function of the cirrhotic liver is not clear.In this study,we investigated the relationship between the CT groupings of liver cirrhosis and its complications and clinical conditions.METHODS:The CT findings in 357 patients with liver cirrhosis were grouped.The complications were analyzed,included splenomegaly,varicose collateral veins,ascites,pleurorrhea,primary liver carcinoma,gallbladder stone,etc.Blood routine(BRt),and serum usea nitrogen(SUN),creatinine and uric acid were measured and hypersplenia and liver-kidney syndrome were estimated.RESULTS:Three hundred and fifty-seven patients with cirrhosis were divided into homogeneous group(87 patients,24.4%),segmental group(41,11.5%),and nodal group(229,64.2%).The grade of spleen enlargement in the segmental and the nodal groups was significantly greater than that in the homogeneous group(P<0.01 and P<0.001).The patients with varices were shown in a descending order in the segmental group(70.7%),the nodal group(17.0%)and the homogeneous group(2.3%),respectively.Significant difference was observed among the 3 groups(P<0.001).Ascites was seen in 182 patients(79.5%)of the nodal group,in 11 patients(26.8%)of the segmental group and in 9 patients(10.3%)of the homogeneous group(P<0.001).Sixty-eight patients(29.7%)in the nodal group had primary liver carcinoma and 1(2.4%)in the segmental group and 5(5.8%)in the homogeneous group(P<0.001).The number of patients with decreased concentration of hematoglobin in the nodal group was more than that in the homogeneous group(P<0.001).The mean values of hematoglobin and platelet in the nodal group and the segmental group were significantly lower than those in the homogeneous group(P<0.05).The number of patients with increased concentration of SUN in the nodal group and the segmental group was more than that in the homogeneous group(P<0.005).The concentration of SUN in the nodal group was significantly higher than that in the homogeneous group(P<0.002).CONCLUSION:There is a close relationship between the grouping of liver cirrhosis by CT findings and complications caused by the cirrhosis.The grouping is significant for estimating clinical conditions. 展开更多
关键词 grouping CIRRHOSIS COMPLICATION computed tomography
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THE WAVE GROUPING EFFECT ON WAVE FORCES ON A VERTICAL BREAKWATER 被引量:1
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作者 林维琪 黄培基 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 1996年第1期91-95,共5页
Linear wave theory and Longuet-Higgins and Steward’s (1964) group-induced second-order longweve (GSLW) theory ware used in this study on the grouping effect on wave forces acting on a verticalbreakwater. The calculat... Linear wave theory and Longuet-Higgins and Steward’s (1964) group-induced second-order longweve (GSLW) theory ware used in this study on the grouping effect on wave forces acting on a verticalbreakwater. The calculated variance of total wave pressure on the vertical breakwater was closer tothe measured value if the wave grouping effect was considered. 展开更多
关键词 WAVE group group-induced SECOND-ORDER LONG WAVE WAVE pressure VERTICAL BREAKWATER
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Molecular Grouping of Grateloupia Tissues Collected Along Chinese Coast and Microsatellite Diversity Analysis of G. asiatica 被引量:1
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作者 PENG Chong DING Haiyan +2 位作者 TANG Zhihong GUO Li YANG Guanpin 《Journal of Ocean University of China》 SCIE CAS CSCD 2018年第4期925-931,共7页
Genus Grateloupia is one of the most speciose genera in family Halymeniales. It is also one of the sources for natural materials, food and medicine. With different environments, Grateloupia change their morphological ... Genus Grateloupia is one of the most speciose genera in family Halymeniales. It is also one of the sources for natural materials, food and medicine. With different environments, Grateloupia change their morphological characteristics, making their morphological identification very difficult. In addition, few of the species diversity in this genus has been described before. In this study, phylogenetic analysis based on rbc L gene sequence was employed to group Grateloupia collected from three locations along Chinese coast. The microsatellites were also used to evaluate their genetic diversity. In total, the tissue parts of 6 putative species were collected from G. asiatica, G. livida, G. lanceolate, G. catenata, G. turuturu and G. filicina. In order to evaluate their genetic diversity and then conserve them better, 40 microsatellites available for Grateloupia were used to evaluate their genetic diversity, and 11 microsatellites were found to be applicable to determine the genetic diversity of G. asiatica. It was found that the genetic diversity of G. asiatica around Qingdao was very rich. We suggested that the species of genus Grateloupia should be identified based on rbc L phylogenetic analysis before the diversity evaluation with microsatellites. The microsatellites should be developed for each species of Grateloupia so that their genetic diversity can be evaluated appropriately. 展开更多
关键词 GRATELOUPIA RBC L MOLECULAR grouping MICROSATELLITE genetic diversity
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Sensors Grouping Model for Wireless Sensor Network 被引量:2
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作者 Ammar Hawbani Xingfu Wang Yan Xiong 《Journal of Sensor Technology》 2013年第4期133-140,共8页
The grouping of sensors is a calculation method for partitioning the wireless sensor network into groups, each group consisting of a collection of sensors. A sensor can be an element of multiple groups. In the present... The grouping of sensors is a calculation method for partitioning the wireless sensor network into groups, each group consisting of a collection of sensors. A sensor can be an element of multiple groups. In the present paper, we will show a model to divide the wireless sensor network sensors into groups. These groups could communicate and work together in a cooperative way in order to save the time of routing and energy of WSN. In addition, we will present a way to show how to organize the sensors in groups and provide a combinatorial analysis of some issues related to the performance of the network. 展开更多
关键词 SENSORS groupS WSN Sub-group SENSORS Organize
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Diagnosis related group grouping study of senile cataract patients based on E-CHAID algorithm 被引量:8
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作者 AiJing Luo Wei-Fu Chang +6 位作者 Zi-Rui Xin Hao Ling Jun-Jie Li Ping-Ping Dai Xuan-Tong Deng Lei Zhang Shao-Gang Li 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2018年第2期308-313,共6页
AIM: To figure out the contributed factors of the hospitalization expenses of senile cataract patients(HECP) and build up an area-specified senile cataract diagnosis related group(DRG) of Shanghai thereby formula... AIM: To figure out the contributed factors of the hospitalization expenses of senile cataract patients(HECP) and build up an area-specified senile cataract diagnosis related group(DRG) of Shanghai thereby formulating the reference range of HECP and providing scientific basis for the fair use and supervision of the health care insurance fund.METHODS: The data was collected from the first page of the medical records of 22 097 hospitalized patients from tertiary hospitals in Shanghai from 2010 to 2012 whose major diagnosis were senile cataract. Firstly, we analyzed the influence factors of HECP using univariate and multivariate analysis. DRG grouping was conducted according to the exhaustive Chi-squared automatic interaction detector(E-CHAID) model, using HECP as target variable. Finally we evaluated the grouping results using non-parametric test such as Kruskal-Wallis H test, RIV, CV, etc.RESULTS: The 6 DRGs were established as well as criterion of HECP, using age, sex, type of surgery and whether complications/comorbidities occurred as the key variables of classification node of senile cataract cases.CONCLUSION: The grouping of senile cataract cases based on E-CHAID algorithm is reasonable. And the criterion of HECP based on DRG can provide a feasible way of management in the fair use and supervision of medical insurance fund. 展开更多
关键词 diagnosis related group senile cataract hospitalization expenses E-CHAID algorithm
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Research on diagnosis-related group grouping of inpatient medical expenditure in colorectal cancer patients based on a decision tree model 被引量:15
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作者 Suo-Wei Wu Qi Pan Tong Chen 《World Journal of Clinical Cases》 SCIE 2020年第12期2484-2493,共10页
BACKGROUND In 2018,the diagnosis-related groups prospective payment system(DRGs-PPS)was introduced in a trial operation in Beijing according to the requirements of medical and health reform.The implementation of the s... BACKGROUND In 2018,the diagnosis-related groups prospective payment system(DRGs-PPS)was introduced in a trial operation in Beijing according to the requirements of medical and health reform.The implementation of the system requires that more than 300 disease types pay through the DRGs-PPS for medical insurance.Colorectal cancer(CRC),as a common malignant tumor with high prevalence in recent years,was among the 300 disease types.AIM To investigate the composition and factors related to inpatient medical expenditure in CRC patients based on disease DRGs,and to provide a basis for the rational economic control of hospitalization expenses for the diagnosis and treatment of CRC.METHODS The basic material and cost data for 1026 CRC inpatients in a Grade-A tertiary hospital in Beijing during 2014-2018 were collected using the medical record system.A variance analysis of the composition of medical expenditure was carried out,and a multivariate linear regression model was used to select influencing factors with the greatest statistical significance.A decision tree model based on the exhaustiveχ^2 automatic interaction detector(E-CHAID)algorithm for DRG grouping was built by setting chosen factors as separation nodes,and the payment standard of each diagnostic group and upper limit cost were calculated.The correctness and rationality of the data were re-evaluated and verified by clinical practice.RESULTS The average hospital stay of the 1026 CRC patients investigated was 18.5 d,and the average hospitalization cost was 57872.4 RMB yuan.Factors including age,gender,length of hospital stay,diagnosis and treatment,as well as clinical operations had significant influence on inpatient expenditure(P<0.05).By adopting age,diagnosis,treatment,and surgery as the grouping nodes,a decision tree model based on the E-CHAID algorithm was established,and the CRC patients were divided into 12 DRG cost groups.Among these 12 groups,the number of patients aged≤67 years,and underwent surgery and chemotherapy or radiotherapy was largest;while patients aged>67 years,and underwent surgery and chemotherapy or radiotherapy had the highest medical cost.In addition,the standard cost and upper limit cost in the 12 groups were calculated and re-evaluated.CONCLUSION It is important to strengthen the control over the use of drugs and management of the hospitalization process,surgery,diagnosis and treatment to reduce the economic burden on patients.Tailored adjustments to medical payment standards should be made according to the characteristics and treatment of disease types to improve the comprehensiveness and practicability of the DRGs-PPS. 展开更多
关键词 Diagnosis-related groups Health care cost Colorectal cancer Length of stay
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Grouping occurrences being the fundamental feature of the strong earthquakes in Chinese mainland 被引量:1
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作者 李钦祖 于利民 +2 位作者 王吉易 万迪 陈绍绪 《Acta Seismologica Sinica(English Edition)》 CSCD 1994年第1期15-22,共8页
The temporal and spatial distributions of all the 259 M≥6 earthquakes of eastern Chinese mainland (λ≥108° E) and its adjacent area and all the 153 M≥7 earthquakes of western Chinese mainland (λ<108°E... The temporal and spatial distributions of all the 259 M≥6 earthquakes of eastern Chinese mainland (λ≥108° E) and its adjacent area and all the 153 M≥7 earthquakes of western Chinese mainland (λ<108°E) and its adjacent area up to 1991 were analyzed systematically.These earthquakes are called as strong earthquakes and those of the east before and after 1600,and those of the west before and after 1900, are called respectively as former ones and latter ones.Most of these events were divided into 45 sets of which the each relatively concentrated in both time and space and took the form of group.In the grouping form,the probability of occurrence of a strong earthquake higher than the average appeared simultaneously in time and space.The grouping occurrences of the strong earthquakes of Chinese mainland has been determined as a fundamental feature of the seismicity. 展开更多
关键词 Chinese mainland strong earthquakes earthquake set grouping occurrence
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