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A Brief Analysis on the Development of Internationalization of Basic Education from"External"to"Internal"
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作者 Shanshan Yu 《Journal of Contemporary Educational Research》 2021年第8期30-35,共6页
In view of globalization,the internationalization of basic education has become a world trend.It is an important strategic tool for each country to actively deal with the challenges of globalization,and it is also the... In view of globalization,the internationalization of basic education has become a world trend.It is an important strategic tool for each country to actively deal with the challenges of globalization,and it is also the main way to improve the quality of education around the world.The development of the internationalization of basic education requires the active participation of all countries around the world,in which it will have an impact and influence on the educational development,educational concept,and teaching management of all countries.However,only by conforming to the historical and inevitable trend of the internationalization of education,understanding the actual situation of the country's economic development,social development,and educational context,studying and implementing development strategies,as well as integrating healthy internationalization into the educational practice,then the internationalization of education can develop further so as to promote the rapid development of the whole world's education cause. 展开更多
关键词 Basic education INTERNATIONALIZATION DEVELOPMENT STRATEGY
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Experience and Challenge of Basic Education Development in China:Reflections on PISA 2018 Results
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作者 LI Gang XIN Tao ZHAO Qian 《Frontiers of Education in China》 2022年第2期257-271,共15页
The outstanding performance of students in four Chinese provinces and municipalities in the Program for International Student Assessment(PISA)2018 is inextricably linked to local resource support,excellent education t... The outstanding performance of students in four Chinese provinces and municipalities in the Program for International Student Assessment(PISA)2018 is inextricably linked to local resource support,excellent education traditions,and ongoing curriculum and teaching reform.However,deepening education reform requires attention to existing challenges,including large inter-school gaps,the shortage of teachers in urban and rural areas,as well as students’heavy schoolwork burden and low level of well-being.Therefore,several policy suggestions are proposed accordingly:gaining insight into and developing higher quality and fairer education,pursuing effective actions of education reform,and exploring innovative pathways to address educational problems. 展开更多
关键词 Program for International Student Assessment(PISA) basic education development reason interpretation policy analysis
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International Comparative Study on Education Laws of the Persons with Disabilities: An Observation on Regulations on the Education of Persons with Disabilities
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作者 黄伟 ZHANG Wenhong 《The Journal of Human Rights》 2017年第4期327-335,共9页
The issue of education for people with disabilities has become of increasing concern. How can we effectively guarantee the basic right to education for persons with disabilities? Will the revised Regulation on Educati... The issue of education for people with disabilities has become of increasing concern. How can we effectively guarantee the basic right to education for persons with disabilities? Will the revised Regulation on Education for Persons with Disabilities meet their needs? This article takes the Regulation on Education for Persons with Disabilities as the core and compares it with the related special educational laws of the United States, Britain and Japan. The following conclusions were drawn from this study: In terms of educational concept, the three countries follow the concept of inclusive education, and pursue equity and educational justice. They not only pay attention to inclusive education but also focus on improving the quality of education for students with disabilities. All three countries focus on accommodating children with special needs, but each implements its programs in a different way. These practices can be used as reference for the development of a special needs education law in China. 展开更多
关键词 children with disabilities right to education regulation on the education of persons with disabilities international law special needs
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Application of Bandura's Social Learning Theory in the Moral Education of Secondary Vocational College Students
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作者 Rui Wang 《Journal of Contemporary Educational Research》 2021年第8期161-167,共7页
In recent years,with the high rate of juvenile delinquency,people pay more attention to the moral education of students in secondary vocational colleges.Based on the framework of social learning theory,this paper expl... In recent years,with the high rate of juvenile delinquency,people pay more attention to the moral education of students in secondary vocational colleges.Based on the framework of social learning theory,this paper explores the systematic and comprehensive application of social learning theory in the moral education course.From the cognition of the behavior to the selection and internalization of the representation of the model behavior,and finally the selective extemalization of the representation symbol to generate the behavior,the influencing factors and their utility in each stage of the production of moral behavior are analyzed step by step,assisting students to establish correct outlook on life and values,and cultivating their"key abilities."When students face a complex and diverse social environment,they can make judgments in line with the general moral standards of the society,and then seek to improve the effectiveness of the moral standards of secondary vocational students,and strive to maximize the effectiveness of moral education. 展开更多
关键词 Social learning theory Secondary vocational college student Moral education
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The IL-33/ST2 Axis Protects Retinal Ganglion Cells by Modulating the Astrocyte Response After Optic Nerve Injury 被引量:2
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作者 Zhigang Qian Mengya Jiao +5 位作者 Na Zhang Xuhuan Tang Shiwang Liu Feng Zhang Chenchen Wang Fang Zheng 《Neuroscience Bulletin》 2025年第1期61-76,共16页
IL-33 and its receptor ST2 play crucial roles in tissue repair and homeostasis.However,their involvement in optic neuropathy due to trauma and glaucoma remains unclear.Here,we report that IL-33 and ST2 were highly exp... IL-33 and its receptor ST2 play crucial roles in tissue repair and homeostasis.However,their involvement in optic neuropathy due to trauma and glaucoma remains unclear.Here,we report that IL-33 and ST2 were highly expressed in the mouse optic nerve and retina.Deletion of IL-33 or ST2 exacerbated retinal ganglion cell(RGC)loss,retinal thinning,and nerve fiber degeneration following optic nerve(ON)injury.This heightened retinal neurodegeneration correlated with increased neurotoxic astrocytes in Il33-/-mice.In vitro,rIL-33 mitigated the neurotoxic astrocyte phenotype and reduced the expression of pro-inflammatory factors,thereby alleviating the RGC death induced by neurotoxic astrocyte-conditioned medium in retinal explants.Exogenous IL-33 treatment improved RGC survival in Il33-/-and WT mice after ON injury,but not in ST2-/-mice.Our findings highlight the role of the IL-33/ST2 axis in modulating reactive astrocyte function and providing neuroprotection for RGCs following ON injury. 展开更多
关键词 IL-33 ST2 Optic nerve injury-Retinal neurodegeneration ASTROCYTE NEUROPROTECTION
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Dynamical analysis and localized waves of the n-component nonlinear Schrödinger equation with higher-order effects
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作者 Yu Lou Guoan Xu 《Chinese Physics B》 2025年第3期204-213,共10页
Under investigation is the n-component nonlinear Schrödinger equation with higher-order effects,which describes the ultrashort pulses in the birefringent fiber.Based on the Lax pair,the eigenfunction and generali... Under investigation is the n-component nonlinear Schrödinger equation with higher-order effects,which describes the ultrashort pulses in the birefringent fiber.Based on the Lax pair,the eigenfunction and generalized Darboux transformation are derived.Next,we construct several novel higher-order localized waves and classified them into three categories:(i)higher-order rogue waves interacting with bright/antidark breathers,(ii)higher-order breather fission/fusion,(iii)higherorder breather interacting with soliton.Moreover,we explore the effects of parameters on the structure,collision process and energy distribution of localized waves and these characteristics are significantly different from previous ones.Finally,the dynamical properties of these solutions are discussed in detail. 展开更多
关键词 n-component nonlinear Schrödinger equation with higher-order effects generalized Darboux transformation localized waves soliton BREATHER rogue wave
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A hybrid genetic algorithm to the program optimization model based on a heterogeneous network
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作者 CHEN Hang DOU Yajie +3 位作者 CHEN Ziyi JIA Qingyang ZHU Chen CHEN Haoxuan 《Journal of Systems Engineering and Electronics》 2025年第4期994-1005,共12页
Project construction and development are an impor-tant part of future army designs.In today’s world,intelligent war-fare and joint operations have become the dominant develop-ments in warfare,so the construction and ... Project construction and development are an impor-tant part of future army designs.In today’s world,intelligent war-fare and joint operations have become the dominant develop-ments in warfare,so the construction and development of the army need top-down,top-level design,and comprehensive plan-ning.The traditional project development model is no longer suf-ficient to meet the army’s complex capability requirements.Projects in various fields need to be developed and coordinated to form a joint force and improve the army’s combat effective-ness.At the same time,when a program consists of large-scale project data,the effectiveness of the traditional,precise mathe-matical planning method is greatly reduced because it is time-consuming,costly,and impractical.To solve above problems,this paper proposes a multi-stage program optimization model based on a heterogeneous network and hybrid genetic algo-rithm and verifies the effectiveness and feasibility of the model and algorithm through an example.The results show that the hybrid algorithm proposed in this paper is better than the exist-ing meta-heuristic algorithm. 展开更多
关键词 program optimization heterogeneous network genetic algorithm portfolio selection.
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Reactive Depression Following Psychological Distress among Iraqi Students
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作者 Fuaad Mohammed Freh Muhand Mohammed Abdulsattar ALNuaimy Carol S.North 《International Journal of Mental Health Promotion》 2025年第8期1117-1131,共15页
Background:Theworld is nowexperiencing many crises and adversities of great impact that pose serious threats to both physical and mental health.Threats to mental health include major depressive disorder,which can be s... Background:Theworld is nowexperiencing many crises and adversities of great impact that pose serious threats to both physical and mental health.Threats to mental health include major depressive disorder,which can be severe and disabling.The current study aimed to identify the prevalence of one type of depressive disorder,reactive depression(RD),and its relationship to demographic and psychological variables.Methods:For this study,RD is defined as an abnormal emotional response to traumatic situations involving mood difficulties.This study created an online self-report reactive depression questionnaire consisting of 23 items distributed across three subscales:1)bad feelings and life attitudes,2)loss of hope and loneliness,and 3)feeling sad and loss of confidence.The questionnaire was administered to a volunteer sample of 362male and female Iraqi university students.Exploratory Factor Analysis(EFA),Confirmatory Factor Analysis(CFA),t-tests,and one-way Analysis of Variance(ANOVA)were used to investigate exploratory and confirmatory factor structures of the questionnaire.Results:Evidence of reactive depression was found in 18.2%of the students.Female students had significantly higher levels of reactive depression than males(female N=205,mean=85.00,SD=11.30;male N=157,mean=76.46,SD=11.51).The high levels of reactive depression identified in these students demonstrate the value of assessing reactive depression in university students.Conclusion:The study underscores that the loss of emotional and psychological security,particularly in the face of traumatic and permanent events such as the death of a loved one,may contribute to the onset and progression of depressive symptoms.Future research should explore the role of specific cultural factors and further validate the reactive depression questionnaire in broader populations.Additionally,there is a need for improvedmental health support in Iraqi universities,particularly for female students,who may face unique challenges. 展开更多
关键词 Reactive depression psychological distress Iraqi university students
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军校合训学员心理资本现状及影响因素 被引量:2
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作者 唐明 陈瑜 +5 位作者 陈中平 周前胜 卢慧芳 SUN Anmin ZHU Jianghan WANG Dawei 《解放军预防医学杂志》 CAS 2016年第3期360-363,共4页
目的了解军校合训学员心理资本状况,探索提升其心理资本的有效途径。方法依据分层抽样原则,采用自编《军校合训学员积极心理资本问卷(PPQ-28)》对某军校746名在校合训学员进行调查。结果合训学员心理资本总分与各维度均分均在一般水平(... 目的了解军校合训学员心理资本状况,探索提升其心理资本的有效途径。方法依据分层抽样原则,采用自编《军校合训学员积极心理资本问卷(PPQ-28)》对某军校746名在校合训学员进行调查。结果合训学员心理资本总分与各维度均分均在一般水平(3.5分)以上,其中希望得分最高(5.33±0.94),韧性得分最低(4.43±1.11)。女学员韧性维度得分显著高于男学员(P<0.05);非独生子女希望、自我效能维度得分显著高于独生子女(P<0.05);除乐观维度,不同年级学员其余各项维度得分比较均有统计学差异(P<0.05);不同政治面貌学员希望、自我效能、韧性维度得分比较均有统计学差异(P<0.05);不同兴趣爱好、不同同学之间关系学员各维度得分比较均有统计学差异(P<0.05);除韧性维度外,不同选择军校目的的学员在其余各组之间比较均有统计学差异(P<0.05);不同家庭所在地学员在希望、情绪智力维度得分比较均有统计学差异(P<0.05);不同家庭月收入学员各维度得分比较均无统计学差异(P>0.05)。结论心理资本与学员心理健康密切相关,培养心理资本是促进军校合训学员心理健康和能力发展的有效途径。 展开更多
关键词 军校 合训学员 心理健康 心理资本
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Analytical solutions for finite cylindrical dynamic cavity expansion in compressible elastic-plastic materials 被引量:3
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作者 甄明 蒋志刚 +1 位作者 宋殿义 刘飞 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2014年第8期1039-1050,共12页
Analytical solutions for the dynamic cylindrical cavity expansion in a com-pressible elastic-plastic cylinder with a finite radius are developed by taking into account of the effect of lateral free boundary, which are... Analytical solutions for the dynamic cylindrical cavity expansion in a com-pressible elastic-plastic cylinder with a finite radius are developed by taking into account of the effect of lateral free boundary, which are different from the traditional cavity expan-sion models for targets with infinite dimensions. The finite cylindrical cavity expansion process begins with an elastic-plastic stage followed by a plastic stage. The elastic-plastic stage ends and the plastic stage starts when the plastic wave front reaches the lateral free boundary. Approximate solutions of radial stress on cavity wall are derived by using the Von-Mise yield criterion and Forrestal’s similarity transformation method. The effects of the lateral free boundary and finite radius on the radial stress on the cavity wall are discussed, and comparisons are also conducted with the finite cylindrical cavity expansion in incompressible elastic-plastic materials. Numerical results show that the lateral free boundary has significant influence on the cavity expansion process and the radial stress on the cavity wall of metal cylinder with a finite radius. 展开更多
关键词 PENETRATION cavity expansion metal target free boundary radial stress
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Threshold effects of tourism agglomeration on the green innovation efficiency of China's tourism industry 被引量:5
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作者 Jia Liu Qiuyue Song +1 位作者 Ning Liu Christina Gengging Chi 《Chinese Journal of Population,Resources and Environment》 2018年第3期277-286,共10页
Industrial agglomeration is an essential and effective way to integrate resources and elements. Its impact on the green innovation efficiency of the tourism industry is a process of continuous development and dynamic ... Industrial agglomeration is an essential and effective way to integrate resources and elements. Its impact on the green innovation efficiency of the tourism industry is a process of continuous development and dynamic change. This paper, based on the provincial panel data from 2006 to 2015, uses super SBM model to measure the green innovation efficiency of China's tourism industry.The threshold regression model is employed to conduct empirical tests of the nonlinear threshold effect of agglomeration on the green innovation efficiency of tourism industry. The inter-provincial differences of various threshold effects and their possible causes are analyzed. Results indicate that the green innovation efficiency of China's tourism industry is generally growing, while regional disparity is significant with a gradient decrease along the eastern-central-western regions. There is an obvious positive nonlinear relationship between tourism agglomeration and green innovation efficiency. It is also found that with the increase of agglomeration, its influence is at a high level. As the level of agglomeration crosses the first threshold, its impact is at a low level, and when it crosses the second threshold, the impact of tourism agglomeration is at an intermediate level. Finally, this paper proposes the basic path and some policy recommendations to promote the green innovation efficiency of the tourism industry in China. 展开更多
关键词 TOURISM AGGLOMERATION green INNOVATION EFFICIENCY THRESHOLD effect
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钢框架梁柱节点在强震作用下的损伤性能研究(英文) 被引量:2
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作者 Xi-yue LIU Yuan-qing WANG +1 位作者 Jun XIONG Yong-jiu SHI 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2017年第11期910-926,共17页
目的:钢框架焊接梁柱节点在地震作用下往往容易产生脆性裂纹,裂纹的发展和损伤累积将导致节点延性降低,发生脆性断裂。本文旨在探究节点在地震往复荷载作用下的损伤性能,分析其主要影响因素,提出有效的损伤评估模型,为后续节点损伤数值... 目的:钢框架焊接梁柱节点在地震作用下往往容易产生脆性裂纹,裂纹的发展和损伤累积将导致节点延性降低,发生脆性断裂。本文旨在探究节点在地震往复荷载作用下的损伤性能,分析其主要影响因素,提出有效的损伤评估模型,为后续节点损伤数值模拟提供基础,为钢框架的抗震设计提供参考。创新点:1.通过足尺节点试验,分析加载幅值、加载历程和荷载峰值对节点损伤性能的影响;2.基于试验结果,标定并验证3种经验损伤演化模型,提出基于疲劳断裂力学的节点损伤评估模型。方法:1.通过对9个足尺梁柱节点试件开展往复加载试验,包括5种变幅加载制度及4种常幅加载制度,分析加载幅值、加载历程和荷载峰值对节点损伤性能的影响;2.基于试验结果,根据节点损伤特点,在能量模型基础上,推导并拟合适用于节点循环加载的双参数损伤演化方程,并与其他模型进行比较,以验证其准确性;3.结合疲劳和延性断裂理论,依据损伤机理,定义"有效塑性应变"量化损伤过程,并以疲劳裂纹发展公式为基础,推导适用于计算在极低周循环荷载下节点损伤过程的损伤演化方程。结论:1.加载跨幅对节点性能影响较小;加载历程的影响与历程中峰值位移循环次数密切相关;突发性的强峰值对节点造成的损伤最大。2.节点损伤过程为幂函数形式;通过比较表明,在能量模型基础上推导出的适用于节点循环加载的双参数损伤演化方程,相对于单参数线性模型,能够更准确模拟节点在极低周循环下的损伤过程。3.基于疲劳断裂力学理论的损伤演化方程物理意义明确,能够描述节点循环损伤试验中所表现出的加速损伤及"损伤拐点"特征。 展开更多
关键词 梁柱节点 往复荷载 节点试验 损伤机理 延性断裂
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α-Times Integrated C-Semigroups 被引量:2
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作者 Man Liu Da-Qing Liao +1 位作者 Qian-Qian Zhu Fu-Hong Wang 《Advances in Pure Mathematics》 2012年第3期211-215,共5页
The α-times integrated C semigroups, α > 0, are introduced and analyzed. The Laplace inverse transformation for α-times integrated C semigroups is obtained, some known results are generalized.
关键词 α-Times INTEGRATED C SEMIGROUPS LAPLACE Inverse Transformation Pseudo-Resolvent IDENTITY
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Threshold Dynamics of a Vector-Borne Epidemic Model for Huanglongbing with Impulsive Control 被引量:3
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作者 Jianping Wang Feifei Feng +2 位作者 Zhicai Guo Hengmin Lv Juanjuan Wang 《Applied Mathematics》 2019年第4期196-211,共16页
In this paper, the basic reproduction number is calculated for Huanglongbing (HLB) model with impulses which is a vector-borne epidemic model with impulses. For controlling HLB, farmers’ experience is replanting of h... In this paper, the basic reproduction number is calculated for Huanglongbing (HLB) model with impulses which is a vector-borne epidemic model with impulses. For controlling HLB, farmers’ experience is replanting of healthy plants and removing infected plants. To reflect the real world, we construct an impulsive control model which considers replanting of healthy plants and removing infected plants at one fixed time. By analyzing the model, we conclude that the disease-free equilibrium is globally asymptotically stable if the basic reproduction number Ro 1, and we prove that the HLB is permanence if the basic reproduction number Ro > 1. 展开更多
关键词 HUANGLONGBING IMPULSIVE Control Basic REPRODUCTION Number Disease-Free PERIODIC Solution PERMANENCE
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Water inflow forecasting for tunnel considering nonlinear variation of permeability coefficient 被引量:1
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作者 CHENG Pan ZHAO Lian-heng +4 位作者 ZHANG Shao-wei LI Liang SHEN Zhi-qiang NING Peng-fei ZHANG Ze-hai 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第7期1612-1618,共7页
To assess the water inflow which is more suitable to the actual conditions of tunnel,an empirical correlation about the permeability coefficient changing with depth is introduced.Supposing that the surrounding rock is... To assess the water inflow which is more suitable to the actual conditions of tunnel,an empirical correlation about the permeability coefficient changing with depth is introduced.Supposing that the surrounding rock is heterogeneous isotropy,the formula for calculating water inflow of tunnel with the nonlinear variation of permeability coefficient is deduced.By the contrast analysis with the existing formulas,the presented method has the similar value to them;moreover,the presented method has more simple form and easy to use.Due to parameter analysis,the water inflow decreases after considering the nonlinear variation of permeability coefficient.When the attenuation coefficient a>0,the water inflow increases first till reaches the maximum at a certain depth,then decreases and is close to 0 finally if deep enough.Thus,it is better to keep away from the certain depth where it is with the maximum water inflow for safe operation and economical construction,and reduce the water damage.Based on the analysis,the radius of tunnel has less impact on the amount of water inflow,and the water inflow just increases by 6.7% when the radius of tunnel increases by 1 m. 展开更多
关键词 water INFLOW forecasting heterogeneous ISOTROPY of SURROUNDING rock PERMEABILITY COEFFICIENT TUNNEL
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Revisiting mesoscale eddy genesis mechanism of nonlinear advection in a marginal ice zone 被引量:2
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作者 DAI Haijin CUI Jian YU Jingping 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2017年第11期14-20,共7页
A three-dimensional(3-D) ocean model is coupled with a two-dimensional(2-D) sea ice model, to revisit a nonlinear advection mechanism, one of the most important mesoscale eddy genesis mechanisms in the marginal ic... A three-dimensional(3-D) ocean model is coupled with a two-dimensional(2-D) sea ice model, to revisit a nonlinear advection mechanism, one of the most important mesoscale eddy genesis mechanisms in the marginal ice zone. Two-dimensional ocean model simulations suggest nonlinear advection mechanism is more important when the water gets shallower. Instead of considering the ocean as barotropic fluid in the 2-D ocean model, the 3-D ocean model allows the sea ice to affect the current directly in the surface layer via ocean-ice interaction. It is found that both mesoscale eddy and sea surface elevation are sensitive to changes in a water depth in the 3-D simulations. The vertical profile of a current velocity in 3-D experiments suggests that when the water depth gets shallower, the current move faster in each layer, which makes the sea surface elevation be nearly inverse proportional to the water depth with the same wind forcing during the same time. It is also found that because of the vertical motion, the magnitude of variations in the sea surface elevation in the 3-D simulations is very small,being only 1% of the change in the 2-D simulations. And it seems the vertical motion to be the essential reason for the differences between the 3-D and 2-D experiments. 展开更多
关键词 nonlinear advection mesoscale eddy marginal ice zone ocean-ice interaction
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Application of U-Net and Optimized Clustering in Medical Image Segmentation:A Review 被引量:3
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作者 Jiaqi Shao Shuwen Chen +3 位作者 Jin Zhou Huisheng Zhu Ziyi Wang Mackenzie Brown 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第9期2173-2219,共47页
As a mainstream research direction in the field of image segmentation,medical image segmentation plays a key role in the quantification of lesions,three-dimensional reconstruction,region of interest extraction and so ... As a mainstream research direction in the field of image segmentation,medical image segmentation plays a key role in the quantification of lesions,three-dimensional reconstruction,region of interest extraction and so on.Compared with natural images,medical images have a variety of modes.Besides,the emphasis of information which is conveyed by images of different modes is quite different.Because it is time-consuming and inefficient to manually segment medical images only by professional and experienced doctors.Therefore,large quantities of automated medical image segmentation methods have been developed.However,until now,researchers have not developed a universal method for all types of medical image segmentation.This paper reviews the literature on segmentation techniques that have produced major breakthroughs in recent years.Among the large quantities of medical image segmentation methods,this paper mainly discusses two categories of medical image segmentation methods.One is the improved strategies based on traditional clustering method.The other is the research progress of the improved image segmentation network structure model based on U-Net.The power of technology proves that the performance of the deep learning-based method is significantly better than that of the traditional method.This paper discussed both advantages and disadvantages of different algorithms and detailed how these methods can be used for the segmentation of lesions or other organs and tissues,as well as possible technical trends for future work. 展开更多
关键词 Medical image segmentation clustering algorithm U-Net
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Reconstruction resolution enhancement of EPISM based holographic stereogram with hogel spatial multiplexing 被引量:2
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作者 Yunpeng Liu Teng Zhang +4 位作者 Jian Su Tao Jing Min Lin Pei Li Xingpeng Yan 《Chinese Physics B》 SCIE EI CAS CSCD 2022年第4期326-335,共10页
We investigate how the splicing mode of a holographic element(hogel)affects the reconstruction of a 3 D scene to improve the reconstruction resolution of a holographic stereogram fabricated using the effective perspec... We investigate how the splicing mode of a holographic element(hogel)affects the reconstruction of a 3 D scene to improve the reconstruction resolution of a holographic stereogram fabricated using the effective perspective image segmentation and mosaicking method(EPISM).First,the effect of hogel spatial multiplexing on holographic recording and reconstruction is studied based on the mechanism of recording interference fringes in the holographic recording medium.Second,combined with the influence of multiple exposures on the hologram's diffraction efficiency,the diffraction efficiency of the holographic stereogram is analyzed in the spatial multiplexing mode.The holographic stereogram is then regarded as a special optical imaging system.The theory of spatial bandwidth product is adopted to describe the comprehensive resolution of the holographic stereogram,which explains why hogel spatial multiplexing can significantly improve the reconstruction resolution of a holographic stereogram.Compared with the traditional printing method under the same parameters in optical experiments,hogel spatial multiplexing has a lower diffraction efficiency but a higher quality of reconstructed image,consistent with the theoretical analysis. 展开更多
关键词 HOLOGRAPHY holographic stereogram hogel spatial multiplexing
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Ensemble Filter-Wrapper Text Feature Selection Methods for Text Classification 被引量:1
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作者 Oluwaseun Peter Ige Keng Hoon Gan 《Computer Modeling in Engineering & Sciences》 SCIE EI 2024年第11期1847-1865,共19页
Feature selection is a crucial technique in text classification for improving the efficiency and effectiveness of classifiers or machine learning techniques by reducing the dataset’s dimensionality.This involves elim... Feature selection is a crucial technique in text classification for improving the efficiency and effectiveness of classifiers or machine learning techniques by reducing the dataset’s dimensionality.This involves eliminating irrelevant,redundant,and noisy features to streamline the classification process.Various methods,from single feature selection techniques to ensemble filter-wrapper methods,have been used in the literature.Metaheuristic algorithms have become popular due to their ability to handle optimization complexity and the continuous influx of text documents.Feature selection is inherently multi-objective,balancing the enhancement of feature relevance,accuracy,and the reduction of redundant features.This research presents a two-fold objective for feature selection.The first objective is to identify the top-ranked features using an ensemble of three multi-univariate filter methods:Information Gain(Infogain),Chi-Square(Chi^(2)),and Analysis of Variance(ANOVA).This aims to maximize feature relevance while minimizing redundancy.The second objective involves reducing the number of selected features and increasing accuracy through a hybrid approach combining Artificial Bee Colony(ABC)and Genetic Algorithms(GA).This hybrid method operates in a wrapper framework to identify the most informative subset of text features.Support Vector Machine(SVM)was employed as the performance evaluator for the proposed model,tested on two high-dimensional multiclass datasets.The experimental results demonstrated that the ensemble filter combined with the ABC+GA hybrid approach is a promising solution for text feature selection,offering superior performance compared to other existing feature selection algorithms. 展开更多
关键词 Metaheuristic algorithms text classification multi-univariate filter feature selection ensemble filter-wrapper techniques
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Existence and Concentration of Solutions for An Indefinite Schrodinger-Kirchhoff System 被引量:1
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作者 CHEN Yu-song CHANG He-jie 《Chinese Quarterly Journal of Mathematics》 2020年第1期37-45,共9页
This paper is concerned with the nonlinear Schrodinger-Kirchhoff system-(a+b∫R^3/u/^2dx)△u+λV(x)u=f(x,u)in R^3,where constants a>0,6≥0 andλ>0 is a parameter.We require that V(x)∈C(R^3)and has a potential w... This paper is concerned with the nonlinear Schrodinger-Kirchhoff system-(a+b∫R^3/u/^2dx)△u+λV(x)u=f(x,u)in R^3,where constants a>0,6≥0 andλ>0 is a parameter.We require that V(x)∈C(R^3)and has a potential well V^-1(0).Combining this with other suitable assumptions on K and f,the existence of nontrivial solutions is obtained via variational methods.Furthermore,the concentration behavior of the nontrivial solution is also explored on the set V^-1(0)asλ→+∞as A—>H-oo as well.It is worth noting that the(PS)-condition can not be directly got as done in the literature,which makes the problem more complicated.To overcome this difficulty,we adopt different method. 展开更多
关键词 Schrodinger-Kirchhoff SYSTEM SUBLINEAR Variational methods CONCENTRATION
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