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Synaptic pruning mechanisms and application of emerging imaging techniques in neurological disorders
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作者 Yakang Xing Yi Mo +1 位作者 Qihui Chen Xiao Li 《Neural Regeneration Research》 2026年第5期1698-1714,共17页
Synaptic pruning is a crucial process in synaptic refinement,eliminating unstable synaptic connections in neural circuits.This process is triggered and regulated primarily by spontaneous neural activity and experience... Synaptic pruning is a crucial process in synaptic refinement,eliminating unstable synaptic connections in neural circuits.This process is triggered and regulated primarily by spontaneous neural activity and experience-dependent mechanisms.The pruning process involves multiple molecular signals and a series of regulatory activities governing the“eat me”and“don't eat me”states.Under physiological conditions,the interaction between glial cells and neurons results in the clearance of unnecessary synapses,maintaining normal neural circuit functionality via synaptic pruning.Alterations in genetic and environmental factors can lead to imbalanced synaptic pruning,thus promoting the occurrence and development of autism spectrum disorder,schizophrenia,Alzheimer's disease,and other neurological disorders.In this review,we investigated the molecular mechanisms responsible for synaptic pruning during neural development.We focus on how synaptic pruning can regulate neural circuits and its association with neurological disorders.Furthermore,we discuss the application of emerging optical and imaging technologies to observe synaptic structure and function,as well as their potential for clinical translation.Our aim was to enhance our understanding of synaptic pruning during neural development,including the molecular basis underlying the regulation of synaptic function and the dynamic changes in synaptic density,and to investigate the potential role of these mechanisms in the pathophysiology of neurological diseases,thus providing a theoretical foundation for the treatment of neurological disorders. 展开更多
关键词 CHEMOKINE COMPLEMENT experience-dependent driven synaptic pruning imaging techniques NEUROGLIA signaling pathways synapse elimination synaptic pruning
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Techniques and factors for reducing chronic neuropathic pain: A review
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作者 Damien P.Kuffler 《Neural Regeneration Research》 2026年第4期1353-1358,共6页
Nerve trauma commonly results in chronic neuropathic pain. This is by triggering the release of proinflammatory mediators from local and invading cells that induce inflammation and nociceptive neuron hyperexcitability... Nerve trauma commonly results in chronic neuropathic pain. This is by triggering the release of proinflammatory mediators from local and invading cells that induce inflammation and nociceptive neuron hyperexcitability. Even without apparent inflammation, injury sites are associated with increased inflammatory markers. This review focuses on how it might be possible to reduce neuropathic pain by reducing inflammation. Physiologically, pain is resolved by a combination of the out-migration of pro-inflammatory cells from the injury site, the down-regulation of the genes underlying the inflammation, up-regulating genes for anti-inflammatory mediators, and reducing nociceptive neuron hyperexcitability. While various techniques reduce chronic neuropathic pain, the best are effective on < 50% of patients, no technique reliably or permanently eliminates neuropathic pain. This is because most techniques are predominantly aimed at reducing pain, not inflammation. In addition, while single factors reduce pain, increasing evidence indicates significant and longer-lasting pain relief requires multiple factors acting simultaneously. Therefore, it is not surprising that extensive data indicate that the application of platelet-rich plasma provides more significant and longer-lasting pain suppression than other techniques, although its analgesia is neither complete nor permanent. However, several case reports indicate that platelet-rich plasma can induce permanent neuropathic pain elimination when the platelet concentration is significantly increased and is applied to longer nerve lengths. This review examines the primary triggers of the development and maintenance of neuropathic pain and techniques that reduce chronic neuropathic pain. The application of plateletrich plasma holds great promise for providing complete and permanent chronic neuropathic pain elimination. 展开更多
关键词 anti-inflammatory factors axon regeneration inflammatory pain nerve regeneration nerve repair pain elimination pain reduction platelet-rich plasma pro-inflammatory factors restoration of function
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From crack-prone to crack-free:Eliminating cracks in additively manufacturing of high-strength Mg_(2)Si-modified Al-Mg-Si alloys 被引量:3
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作者 Tao Wen Zhicheng Li +6 位作者 Jianying Wang Yimou Luo Feipeng Yang Zhilin Liu Dong Qiu Hailin Yang Shouxun Ji 《Journal of Materials Science & Technology》 2025年第1期276-291,共16页
Large solidification ranges and coarse columnar grains in the additively manufacturing of Al-Mg-Si alloys are normally involved in hot cracks during solidification.In this work,we develop novel crack-free Al-Mg_(2) Si... Large solidification ranges and coarse columnar grains in the additively manufacturing of Al-Mg-Si alloys are normally involved in hot cracks during solidification.In this work,we develop novel crack-free Al-Mg_(2) Si alloys fabricated by laser powder-bed fusion(L-PBF).The results indicate that the eutectic Mg_(2) Si phase possesses a strong ability to reduce crack susceptibility.It can enhance the grain growth restriction factor in the initial stage of solidification and promote eutectic filling in the terminal stage of solidifica-tion.The crack-free L-PBFed Al-x Mg_(2) Si alloys(x=6 wt.%,9 wt.%,and 12 wt.%)exhibit the combination of low crack susceptibility index(CSI),superior ability for liquid filling,and grain refinement.Particularly,the L-PBFed Al-9Mg_(2) Si alloy shows improved mechanical properties(e.g.yield strength of 397 MPa and elongation of 7.3%).However,the cracks are more likely to occur in the region near the columnar grain boundaries of the L-PBFed Al-3Mg_(2) Si alloy with a large solidification range and low eutectic content for liquid filling.Correspondingly,the L-PBFed Al-3Mg_(2) Si alloy shows poor bearing capacity of mechanical properties.The precise tuning of Mg_(2) Si eutectic content can offer an innovative strategy for eliminating cracks in additively manufactured Al-Mg-Si alloy. 展开更多
关键词 Aluminium alloys Las powder-bed fusion Crack elimination Mechanical properties
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Traditional Chinese medicine in the treatment of Helicobacter pylorirelated gastritis:The mechanisms of signalling pathway regulations
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作者 Pei-Pei Zhang Liang Li +3 位作者 Hao-Yu Qu Guang-Yu Chen Meng-Zhou Xie Yan-Kun Chen 《World Journal of Gastroenterology》 SCIE CAS 2025年第3期11-28,共18页
Helicobacter pylori-associated gastritis(HPAG)is a common condition of the gastrointestinal tract.However,extensive and long-term antibiotic use has resulted in numerous adverse effects,including increased resistance,... Helicobacter pylori-associated gastritis(HPAG)is a common condition of the gastrointestinal tract.However,extensive and long-term antibiotic use has resulted in numerous adverse effects,including increased resistance,gastrointestinal dysfunction,and increased recurrence rates.When these concerns develop,traditional Chinese medicine(TCM)may have advantages.TCM is based on the concept of completeness and aims to eliminate pathogens and strengthen the body.It has the potential to prevent this condition while also boosting the rate of Helicobacter pylori eradication.This review elaborates on the mechanism of TCM treatment for HPAG based on cellular signalling pathways,which reflects the flexibility of TCM in treating diseases and the advantages of multi-level,multipathway,and multi-target treatments for HPAG. 展开更多
关键词 Helicobacter pylori Helicobacter pylori-associated gastritis Traditional Chinese medicine Signalling pathway Eliminate pathogens Strengthen the body
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Inverse Kinematics of 2(3RPS)and 2(3SPR)Serial-Parallel Manipulators 被引量:1
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作者 Bo Hu Ziwei Xu +2 位作者 Ren Wang Miaomiao Feng Nijia Ye 《Chinese Journal of Mechanical Engineering》 2025年第2期315-325,共11页
Serial-parallel manipulators are of great interest to academic community in recent years,especially those composed of classical parallel mechanisms.There have been many studies around 2(3RPS)and 2(3SPR)S-PMs,but unfor... Serial-parallel manipulators are of great interest to academic community in recent years,especially those composed of classical parallel mechanisms.There have been many studies around 2(3RPS)and 2(3SPR)S-PMs,but unfortunately their inverse kinematics have not yet been resolved.This paper discovers that the unknown kinematic parameters of middle platform are responsible for the unresolvable of inverse kinematics,meanwhile the unknown kinematic parameters of middle platform also have huge coupling relationships.Therefore,to break through this challenges,the huge coupling relationships are decoupled layer by layer,the kinematic parameters of middle platform are solved by combining Sylvester's elimination method,and the inverse displacements of 2(3RPS)and 2(3SPR)S-PMs are obtained subsequently.This paper not only solves the inverse kinematics of classical 2(3RPS)and 2(3SPR)S-PMs,but also reveals the essence of the inverse kinematics of general(3-DOF)+(3-DOF)6-DOF S-PMs and proposes a corresponding solution. 展开更多
关键词 Serial-parallel manipulator Inverse kinematics Sylvester’s elimination method 2(3RPS)serial-parallel manipulators 2(3SPR)serial-parallel manipulators
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Brain-derived neurotrophic factor signaling in the neuromuscular junction during developmental axonal competition and synapse elimination
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作者 Josep Tomàs Víctor Cilleros-Mañé +7 位作者 Laia Just-Borràs Marta Balanyà-Segura Aleksandra Polishchuk Laura Nadal Marta Tomàs Carolina Silvera-Simón Manel M.Santafé Maria A.Lanuza 《Neural Regeneration Research》 SCIE CAS 2025年第2期394-401,共8页
During the development of the nervous system,there is an overproduction of neurons and synapses.Hebbian competition between neighboring nerve endings and synapses performing different activity levels leads to their el... During the development of the nervous system,there is an overproduction of neurons and synapses.Hebbian competition between neighboring nerve endings and synapses performing different activity levels leads to their elimination or strengthening.We have extensively studied the involvement of the brain-derived neurotrophic factor-Tropomyosin-related kinase B receptor neurotrophic retrograde pathway,at the neuromuscular junction,in the axonal development and synapse elimination process versus the synapse consolidation.The purpose of this review is to describe the neurotrophic influence on developmental synapse elimination,in relation to other molecular pathways that we and others have found to regulate this process.In particular,we summarize our published results based on transmitter release analysis and axonal counts to show the different involvement of the presynaptic acetylcholine muscarinic autoreceptors,coupled to downstream serine-threonine protein kinases A and C(PKA and PKC)and voltage-gated calcium channels,at different nerve endings in developmental competition.The dynamic changes that occur simultaneously in several nerve terminals and synapses converge across a postsynaptic site,influence each other,and require careful studies to individualize the mechanisms of specific endings.We describe an activity-dependent balance(related to the extent of transmitter release)between the presynaptic muscarinic subtypes and the neurotrophin-mediated TrkB/p75NTR pathways that can influence the timing and fate of the competitive interactions between the different axon terminals.The downstream displacement of the PKA/PKC activity ratio to lower values,both in competing nerve terminals and at postsynaptic sites,plays a relevant role in controlling the elimination of supernumerary synapses.Finally,calcium entry through L-and P/Q-subtypes of voltage-gated calcium channels(both channels are present,together with the N-type channel in developing nerve terminals)contributes to reduce transmitter release and promote withdrawal of the most unfavorable nerve terminals during elimination(the weakest in acetylcholine release and those that have already become silent).The main findings contribute to a better understanding of punishment-rewarding interactions between nerve endings during development.Identifying the molecular targets and signaling pathways that allow synapse consolidation or withdrawal of synapses in different situations is important for potential therapies in neurodegenerative diseases. 展开更多
关键词 acetylcholine release adenosine receptors axonal competition brain-derived neurotrophic factor calcium channels motor end-plate muscarinic acetylcholine receptors postnatal synapse elimination serine kinases tropomyosin-related kinase receptorB
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Transition-Metal Free Synthesis of Cyclopropanone Ketals via Double Defluorinative Alkoxylation of gem-Difluorinated Cyclopropanes
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作者 Che Lin Jiang Zhong-Tao +2 位作者 Yang Hui Hu Fangdong Xia Ying 《有机化学》 北大核心 2025年第6期2222-2230,共9页
The C—F bond transformation of gem-difluorinated cyclopropanes without cleavage of the highly strained C—C bond is an intractable challenge. The synthesis of cyclopropanone ketals via double defluorination of gem-di... The C—F bond transformation of gem-difluorinated cyclopropanes without cleavage of the highly strained C—C bond is an intractable challenge. The synthesis of cyclopropanone ketals via double defluorination of gem-difluorinated cyclo-propanesunder transition-metal free and basic conditions has been developed. A broad range of gem-difluorinated cyclopro-panesand alcohols are amenable in present reaction to permit the synthesis of corresponding products in high yields. The reaction is elucidated to proceed via elimination and addition other than direct substitution based on the mechanistic studies. This transformation not only provides a new strategy for the construction of cyclopropanone ketals, but also reveals a new paradigm on C—F bond transformation without ring-opening of gem-difluorinated cyclopropanes. 展开更多
关键词 gem-difluorinated cyclopropanes DEFLUORINATION ALKOXYLATION cyclopropanone ketals elimination and addition
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Progress toward cervical cancer elimination:global disparities and China's contributions
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作者 Partha Basu 《Cancer Biology & Medicine》 2025年第9期991-996,共6页
Introduction Progress toward the global elimination of cervical cancer as a public health concern remains slow and highly uneven across countries.High-income nations such as Australia and FinlandDboth of which have ac... Introduction Progress toward the global elimination of cervical cancer as a public health concern remains slow and highly uneven across countries.High-income nations such as Australia and FinlandDboth of which have achieved high human papillomavirus(HPV)vaccination coverage and implemented quality-assured cervical cancer screening programs-have successfully decreased the incidence rates to below 8 cases per 100,000 women~1.These countries are on track to reach the elimination threshold of fewer than 4 cases per 100,000 women within the next few years,as defined by the World Health Organization(WHO). 展开更多
关键词 HPV vaccination screening programs elimination threshold high income nations ELIMINATION global disparities AUSTRALIA cervical cancer
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A Pioneering Path to Poverty Alleviation
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作者 XIA YUANYUAN 《ChinAfrica》 2025年第5期18-21,共4页
Nujiang’s success in eliminating poverty sets a good example for the developing countries to follow.Poverty continues to be a major problem in many parts of the world.China’s poverty eradication experience demonstra... Nujiang’s success in eliminating poverty sets a good example for the developing countries to follow.Poverty continues to be a major problem in many parts of the world.China’s poverty eradication experience demonstrates that developing countries can end poverty through perseverance and sustained efforts,noted Irina Bokova,former director general of UNESCO. 展开更多
关键词 EFFORTS developing countries poverty alleviation poverty elimination PERSEVERANCE poverty eradication eliminating poverty
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An Epitome of Poverty Alleviation
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《ChinAfrica》 2025年第5期2-2,共1页
Eliminating poverty is not only a shared aspiration of people around the world but also an important step towards achieving modernisation.Among the 17 Sustainable Development Goals set by the United Nations to be real... Eliminating poverty is not only a shared aspiration of people around the world but also an important step towards achieving modernisation.Among the 17 Sustainable Development Goals set by the United Nations to be realised by 2030,ending poverty in all its forms ranks first.Eliminating poverty has been the prime goal for achieving sustainable development. 展开更多
关键词 poverty alleviation United Nations MODERNIZATION sustainable development eliminating poverty
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Modeling cervical cancer elimination:a pathway to inform policy decisions
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作者 Panliang Zhong Li Zhang Fanghui Zhao 《Cancer Biology & Medicine》 2025年第9期1002-1009,共8页
In May 2018,the Director-General of the World Health Organization(WHO)called for global action to eliminate cervical cancer~1.This call marked the beginning of an ambitious international effort to scale up 3 key strat... In May 2018,the Director-General of the World Health Organization(WHO)called for global action to eliminate cervical cancer~1.This call marked the beginning of an ambitious international effort to scale up 3 key strategies:human papillomavirus(HPV)vaccination,cervical cancer screening,and treatment of precancerous lesions and cancer.Subsequently,the WHO and its partners developed a global strategy to accelerate the reduction of cervical cancer incidence,with an ultimate goal of achieving elimination within the next century.This Global Strategy represents a formal international commitment and is anchored in the 90-70-90 targets to be achieved by 2030.In parallel,several countries have also set national commitments,such as Sweden's pledge to achieve elimination by 2027 and Australia's target of achieving elimination by 2035. 展开更多
关键词 TARGETS TREATMENT policy decisions precancerous lesions cervical cancer screening global strategy cervical cancer ELIMINATION
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Proactive detection of imported malaria in malaria-eliminated Sri Lanka
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作者 M K Sampath Indika Kumara Shilanthi Seneviratne 《Asian Pacific Journal of Tropical Medicine》 2025年第6期286-288,共3页
The World Health Organization declared Sri Lanka a malaria eliminated country in 2016[1-3].At present,the country is in the phase of preventing the re-establishment of malaria[4].However,travelers who contract the dis... The World Health Organization declared Sri Lanka a malaria eliminated country in 2016[1-3].At present,the country is in the phase of preventing the re-establishment of malaria[4].However,travelers who contract the disease overseas in malaria endemic countries continue to present a constant risk of re-establishing malaria in Sri Lanka,where malaria-transmitting mosquitos is prevalent.In this context,robust measures are being implemented in the country to prevent re-establishment of malaria and to stop travelers infected with malaria progressing into severe disease and death. 展开更多
关键词 WHO declaration DEATH imported malaria severe disease malaria eliminated Sri Lanka TRAVELERS proactive detection
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Three-dimensional internal multiple elimination in complex structures using Marchenko autofocusing theory
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作者 Pei-Nan Bao Ying Shi +2 位作者 Xin-Min Shang Hong-Xian Liang Wei-Hong Wang 《Petroleum Science》 2025年第1期222-233,共12页
Internal multiples are commonly present in seismic data due to variations in velocity or density of subsurface media.They can reduce the signal-to-noise ratio of seismic data and degrade the quality of the image.With ... Internal multiples are commonly present in seismic data due to variations in velocity or density of subsurface media.They can reduce the signal-to-noise ratio of seismic data and degrade the quality of the image.With the development of seismic exploration into deep and ultradeep events,especially those from complex targets in the western region of China,the internal multiple eliminations become increasingly challenging.Currently,three-dimensional(3D)seismic data are primarily used for oil and gas target recognition and drilling.Effectively eliminating internal multiples in 3D seismic data of complex structures and mitigating their adverse effects is crucial for enhancing the success rate of drilling.In this study,we propose an internal multiple prediction algorithm for 3D seismic data in complex structures using the Marchenko autofocusing theory.This method can predict the accurate internal multiples of time difference without an accurate velocity model and the implementation process mainly consists of several steps.Firstly,simulating direct waves with a 3D macroscopic velocity model.Secondly,using direct waves and 3D full seismic acquisition records to obtain the upgoing and down-going Green's functions between the virtual source point and surface.Thirdly,constructing internal multiples of the relevant layers by upgoing and downgoing Green's functions.Finally,utilizing the adaptive matching subtraction method to remove predicted internal multiples from the original data to obtain seismic records without multiples.Compared with the two-dimensional(2D)Marchenko algo-rithm,the performance of the 3D Marchenko algorithm for internal multiple prediction has been significantly enhanced,resulting in higher computational accuracy.Numerical simulation test results indicate that our proposed method can effectively eliminate internal multiples in 3D seismic data,thereby exhibiting important theoretical and industrial application value. 展开更多
关键词 Marchenko Internal multiple elimination Autofocusing Three-dimensional seismic data
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Hydraulic fracture propagation in soft coal composite reservoirs:Mechanical responses and energy dissipation mechanisms
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作者 Aitao Zhou Yizheng He +3 位作者 Kai Wang Bo Li Yida Wang Yuexin Yang 《International Journal of Mining Science and Technology》 2025年第4期573-588,共16页
The hydraulic fractures induced in soft coal composite reservoirs have complex extension and energy evolution characteristics.In this study,the mechanism whereby gas outbursts can be eliminated by hydraulic fracturing... The hydraulic fractures induced in soft coal composite reservoirs have complex extension and energy evolution characteristics.In this study,the mechanism whereby gas outbursts can be eliminated by hydraulic fracturing was revealed.The combined fracturing process of a coal seam and its roof under different in situ stress and fracture spacing conditions was analysed through true triaxial physical tests and numerical simulations.The results showed that the pre-fracturing of the roof had a pressure relief effect on the coal seam,and the secondary pressure relief of the coal seam could be completed at a lower fracture initiation pressure.To ensure the continued presence of the stress shadow effect in actual projects,the fracture spacing should be maintained within the critical range influencing the fracture extension.If the vertical stress is high,a call on increasing the fracture spacing can be taken;otherwise,it must be reduced.In the early phase of fracturing,energy is mostly concentrated at the tip and surface of the fracture;however,the proportion of surface energy for subsequent fracturing is gradually reduced,and the energy is mostly used to open the formation and work on the surrounding matrix.Hydraulic fracturing creates new fractures to interconnect originally heterogeneously distributed gas zones,enabling the entire coal seam to first establish interconnected pressure equilibration,then undergo gradientcontrolled depressurization.Hydraulic fracturing can homogenize the stress field and gas pressure field in the original coal seam via communication pressure equalization and reduction decompression,reduce the elastic and extension energies,increase the minimum failure energy required for instability;and realize the elimination of gas outbursts.Our findings provide some theoretical support for the efficient development of coalbed methane and the prevention and control of dynamic gas disasters in coal mines. 展开更多
关键词 Coal-rock complex Soft coal seams Hydraulic fracturing Energy evolution Eliminating gas outburst
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Research on the Framework of Bias Detection and Elimination in Artificial Intelligence Algorithms
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作者 Haoxuan Lyu 《Sino-US English Teaching》 2025年第5期183-187,共5页
The excessive use of artificial intelligence(AI)algorithms has caused the problem of errors in AI algorithms,which has challenged the fairness of decision-making,and has intensified people’s inequality.Therefore,it i... The excessive use of artificial intelligence(AI)algorithms has caused the problem of errors in AI algorithms,which has challenged the fairness of decision-making,and has intensified people’s inequality.Therefore,it is necessary to conduct in-depth research and propose corresponding error detection and error elimination methods.This paper first proposes the root causes and threats of bias in AI algorithms,then summarizes the existing bias detection and error elimination methods,and proposes a bias processing framework in three-level dimensions of data,models,and conclusions,aiming to provide a framework for a comprehensive solution to errors in algorithms.At the same time,it also summarizes the problems and challenges in existing research and makes a prospect for future research trends.It is hoped that it will be helpful for us to build fairer AI. 展开更多
关键词 artificial intelligence(AI) algorithm bias bias detection bias elimination FAIRNESS framework research
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Quantifying and categorizing development paths of poverty-elimination counties in China:Based on the perspective of population-land-industry
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作者 Qianxi Zhang Zhi Cao +1 位作者 Sixin Su Xuanchang Zhang 《Geography and Sustainability》 2025年第2期44-56,共13页
China has achieved the poverty reduction goal of the United Nations 2030 Agenda for Sustainable Development 10 years ahead of schedule,contributing significantly to global poverty reduction.Despite extended efforts in... China has achieved the poverty reduction goal of the United Nations 2030 Agenda for Sustainable Development 10 years ahead of schedule,contributing significantly to global poverty reduction.Despite extended efforts in poverty elimination,there is a lack of quantitative studies categorizing and comparing poverty-elimination counties(PECs)based on their processes.This study proposes an innovative framework for analyzing PECs’development paths from the perspective of population-land-industry(PLI).We quantify the PLI matching degree of PECs in China during the critical phase of the battle against poverty through a multivariate matching model,classify PECs via K-means clustering according to the consistency in PLI matching degree evolution,and summarize the typical development patterns of PECs.Results indicate that the PLI matching degree of PECs in China increased substantially from 2015 to 2020,particularly in eastern areas,while the western region,including the Qinghai-Xizang Plateau and southwestern Xinjiang,shows untapped potential for improvement.Five types of PECs are identified,with the majority(30.1%)showing sustained moderate PLI matching and a minority(9.6%)experiencing long-term PLI mismatch.Industry is the shortfall of various PECs,and effective strategies to facilitate all types of PECs include the development of emerging businesses and the expansion of secondary and tertiary industries.Additionally,enriching rural labor force and increasing farmland use efficiency are essential for optimal PLI matching and positive interaction,ultimately ensuring poverty elimination and sustainable development. 展开更多
关键词 Poverty elimination Multivariate matching model Spatial pattern Sustainable development patterns Sustainable Development Goals
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Challenges of porous nanomaterials in highly efficient elimination of pollutants from aqueous solution
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作者 Xiaolu Liu Suhua Wang Xiangke Wang 《Chinese Chemical Letters》 2025年第9期1-3,共3页
Human life quality requires both industrial/agricultural fast development and high environmental quality.However,the two aspects are conflicted as some contaminants are accidentally released into the environment,poten... Human life quality requires both industrial/agricultural fast development and high environmental quality.However,the two aspects are conflicted as some contaminants are accidentally released into the environment,potentially harmful to human health even at extra-low concentrations. 展开更多
关键词 porous nanomaterials aqueous solution human life quality environmental quality industrial development pollutant elimination environmental health agricultural development
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Greening Rejuvenation of a Chemical Industrial Hub
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作者 GUO ZHIQIANG 《China Today》 2025年第9期66-68,共3页
“Transformation is not simply about shutting down;it is more about eliminating outdated production capacity while nurturing new driving forces,”according to Wan Qian,a member of the Standing Committee of the Xiangxi... “Transformation is not simply about shutting down;it is more about eliminating outdated production capacity while nurturing new driving forces,”according to Wan Qian,a member of the Standing Committee of the Xiangxiang Municipal Party Committee,referring to an eco-friendly chemical industrial park in Xiangxiang City,central China’s Hunan Province. 展开更多
关键词 production capacity eliminating outdated production capacity eco friendly nurturing new driving forces according GREENING shutting downit transformation REJUVENATION
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An Effective Intrusion Detection System Based on the FSA-BGRU Hybrid Model
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作者 Deng Zaihui Li Zihang +2 位作者 Guo Jianzhong Gan Guangming Kong Dejin 《China Communications》 2025年第2期188-198,共11页
Intrusion detection systems play a vital role in cyberspace security.In this study,a network intrusion detection method based on the feature selection algorithm(FSA)and a deep learning model is developed using a fusio... Intrusion detection systems play a vital role in cyberspace security.In this study,a network intrusion detection method based on the feature selection algorithm(FSA)and a deep learning model is developed using a fusion of a recursive feature elimination(RFE)algorithm and a bidirectional gated recurrent unit(BGRU).Particularly,the RFE algorithm is employed to select features from high-dimensional data to reduce weak correlations between features and remove redundant features in the numerical feature space.Then,a neural network that combines the BGRU and multilayer perceptron(MLP)is adopted to extract deep intrusion behavior features.Finally,a support vector machine(SVM)classifier is used to classify intrusion behaviors.The proposed model is verified by experiments on the NSL-KDD dataset.The results indicate that the proposed model achieves a 90.25%accuracy and a 97.51%detection rate in binary classification and outperforms other machine learning and deep learning models in intrusion classification.The proposed method can provide new insight into network intrusion detection. 展开更多
关键词 bidirectional GRU feature selection intrusion detection system multilayer perceptron recursive feature elimination support vector machine
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Control system and process optimization for electroless nickel plating
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作者 Yingtai Qiao Jian Hou +1 位作者 Min Lai Fengzhou Fang 《Nanotechnology and Precision Engineering》 2025年第2期21-31,共11页
A novel method based on mid-frequency vibration is proposed to eliminate coating defects such as bubbles during electroless nickel plating.An automated control system for the plating,enabling precise and stable measur... A novel method based on mid-frequency vibration is proposed to eliminate coating defects such as bubbles during electroless nickel plating.An automated control system for the plating,enabling precise and stable measurements and adjustments of critical parameters such as plating solution temperature,pH,and nickel ion concentration,is also established,which significantly improves process efficiency and coating quality.Experimental results indicate that the system is capable of realizing stable operation over extended periods.A nonporous nickel-phosphorus coating with a thickness greater than 200μm is successfully obtained,with high phosphorus content,robust adhesion,and superior machinability. 展开更多
关键词 Electroless nickel plating Automated control Mid-frequency vibration Elimination of coating defects Superior machinability
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