PROTOTYPE

作品数:438被引量:425H指数:8
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未来社区“一老一小”代际学习倾向性分析——基于K-prototype聚类算法
《继续教育研究》2025年第5期36-43,共8页鲍江民 卜星 
浙江省教育科学规划2024年度一般规划课题(高校)“基于学习者画像的未来社区‘一老一小’代际学习服务平台构建探究”(编号:2024SCG171);2023年浙江省教育厅一般课题“四维共融:城乡未来社区教育发展研究”(编号:Y202352036)。
代际互动学习融入未来社区的建设不仅有助于促进代际情感、知识与文化的传递,还有利于实现积极老龄化、发展学习型社会。从老幼关联性特征出发,采集未来社区“一老一小”相关调查数据,针对包含老幼性别、年龄等类别数据与代际学习倾向...
关键词:“一老一小” 代际学习 倾向性 聚类分析 
CPEWS:Contextual Prototype-Based End-to-End Weakly Supervised Semantic Segmentation
《Computers, Materials & Continua》2025年第4期595-617,共23页Xiaoyan Shao Jiaqi Han Lingling Li Xuezhuan Zhao Jingjing Yan 
funding from the following sources:National Natural Science Foundation of China(U1904119);Research Programs of Henan Science and Technology Department(232102210054);Chongqing Natural Science Foundation(CSTB2023NSCQ-MSX0070);Henan Province Key Research and Development Project(231111212000);Aviation Science Foundation(20230001055002);supported by Henan Center for Outstanding Overseas Scientists(GZS2022011).
The primary challenge in weakly supervised semantic segmentation is effectively leveraging weak annotations while minimizing the performance gap compared to fully supervised methods.End-to-end model designs have gaine...
关键词:End-to-end weakly supervised semantic segmentation vision transformer contextual prototype class activation map 
kProtoClust:Towards Adaptive k-Prototype Clustering without Known k
《Computers, Materials & Continua》2025年第3期4949-4976,共28页Yuan Ping Huina Li Chun Guo Bin Hao 
supported by the National Natural Science Foundation of China under Grant No.62162009;the Key Technologies R&D Program of He’nan Province under Grant No.242102211065;the Scientific Research Innovation Team of Xuchang University under GrantNo.2022CXTD003;Postgraduate Education Reform and Quality Improvement Project of Henan Province under Grant No.YJS2024JD38.
Towards optimal k-prototype discovery,k-means-like algorithms give us inspirations of central samples collection,yet the unstable seed samples selection,the hypothesis of a circle-like pattern,and the unknown K are st...
关键词:Prototype finding convex hull support vector data description geometrical information 
基于Prototype反向蒸馏的无监督多类别异常检测
《计算机科学》2025年第2期202-211,共10页何立仁 彭博 池明旻 
国家自然科学基金(62171139)。
无监督异常检测因只需要正常样本进行训练而被广泛应用于工业质检等领域。直接将现有的单类别异常检测方法应用到多类别异常检测中会导致性能显著下降,其中基于知识蒸馏的异常检测方法将预训练的教师模型关于正常样本的特征知识蒸馏到...
关键词:异常检测 无监督学习 Prototype学习 知识蒸馏 预训练特征 
An Energy Management System with Mobile Energy Station Based Wireless Energy Transfer:System Design and Prototype Implementation
《China Communications》2025年第1期89-101,共13页Yan Kang Li Jinhui Fan Xinyu Hu Jie Yu Qin Yang Kun 
supported in part by the Natural Science Foundation of China(NSFC)under Grant 61971102;in part by the Key Research and Development Program of Zhejiang Province under Grant 2022C01093.
In indoor environments,various batterypowered Internet of Things(IoT)devices,such as remote controllers and electronic tags on high-level shelves,require efficient energy management.However,manually monitoring remaini...
关键词:angle of arrival(AOA) Internet of Things(IoT) mobile station PROTOTYPE wireless energy transfer(WET) 
Accelerating long-term building energy performance simulation with a reference day method
《Building Simulation》2024年第12期2331-2353,共23页Yukai Zou Zonghan Chen Siwei Lou Yu Huang Dawei Xia Yifan Cao Haojie Li Isaac Y.F.Lun 
funded by the National Natural Science Foundation of China under Grant No.52308016;Opening Funds of State Key Laboratory of Building Safety and Built Environment&National Engineering Research Center of Building Technology(Grant No.BSBE2023-11);the Guangdong Basic and Applied Basic Research Foundation under Grant No.2023A1515011364;the Science and Technology Program of Guangzhou University under Grant No.PT252022006.
In response to the growing necessity for rapid simulation techniques for long-term building energy forecasting,this study establishes a‘reference day’method.This method significantly alleviates computational load in...
关键词:residential building ensemble learning building simulation rapid building energy prediction reference day representative weather condition prototype building 
A Novel Discrete Branch Bidirectional Solid-State Circuit Breaker based on Mixture Device
《CES Transactions on Electrical Machines and Systems》2024年第4期493-503,共11页Qingpeng Zeng Jin Zhu Songming He Daoqi Wang Tongzhen Wei 
supported in part by the National Key Research and Development Program of China under Grant 2023YFB2405905;in part by The Institute of Electrical Engineering,CAS under Grant E155610301 and E155610201。
Solid state circuit breakers(SSCBs)based on fullcontrolled devices such as IGBT and based on half-controlled devices such as thyristor have their respective advantages.The mixture device solid state circuit breaker(M-...
关键词:Bidirectional solid-state circuit breakers IGBT THYRISTOR Conduction losses Engineering prototype System protections 
Chang'E-7 Lunar Soil Water Molecule Analyzer(LSWMA)Prototype for High-Precision Measurement of Water Content and Hydrogen Isotope Ratio
《Journal of Earth Science》2024年第6期2180-2182,共3页Rui Chen Wenzhen Lu Xiang Li Xingping Wang Kan Chen Chi Zhang Nailiang Cao Zhenyu Xu Yi Xu Ruifeng Kan Renrui Liu Qiquan Yang Ling Zhang 
supported by the National Key Research and Development Program(No.2023YFF0714700);the Science and Technology Development Fund of Macao(No.0014/2022/A1);the National Natural Science Foundation of China(Nos.62205346,42201389,and 42104141)。
0 INTRODUCTION The lunar water study could provide insight into the Moon's origin and evolution(Qin et al.,2012),and its presence can open up the possibilities of establishing lunar base in the future.However,to date,...
关键词:ORIGIN establishing INSIGHT 
Experimental evaluation of a 10-kW parabolic trough solar reactor prototype driving Ni-based chemical looping redox cycle with methane for solar fuel production
《Science China(Technological Sciences)》2024年第12期3741-3754,共14页JIANG QiongQiong CAO YaLi SUN Fan XING XueLi HONG Hui 
supported by the National Natural Science Foundation of China(Grant No.52306242);Beijing Natural Science Foundation(Grant No.Z210016);the China Postdoctoral Science Foundation(Grant No.2022M711132)。
Solar fuels can be cost-effectively produced using solar-driven thermochemical processes.Hybridizing thermochemical processes can not only effectively utilize solar energy but also achieve clean conversion of fossil f...
关键词:solar fuel solar reactor chemical looping thermochemical redox cycle methane reforming 
Strengthening Extractable & Leachable Study Submissions: Best Practices to Avoid Regulatory Deficiencies
《American Journal of Analytical Chemistry》2024年第12期368-394,共27页Subathra Ramamoorthy Ngee Sing Chong Kishore Kumar Hotha 
The assessment of extractable and leachables (E&L) has become a cornerstone of pharmaceutical product safety, yet no unified global standards currently exist to quantify or report E&L from container closure systems. W...
关键词:Extractables and Leachables Pharmaceutical Container Closure Systems Manufacturing Equipment GUIDANCE Regulatory Standards Prototype Procedures 
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