REPRESENTATION

作品数:925被引量:1104H指数:13
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Multi-Scale Feature Fusion and Advanced Representation Learning for Multi Label Image Classification
《Computers, Materials & Continua》2025年第3期5285-5306,共22页Naikang Zhong Xiao Lin Wen Du Jin Shi 
supported by the National Natural Science Foundation of China(62302167,62477013);Natural Science Foundation of Shanghai(No.24ZR1456100);Science and Technology Commission of Shanghai Municipality(No.24DZ2305900);the Shanghai Municipal Special Fund for Promoting High-Quality Development of Industries(2211106).
Multi-label image classification is a challenging task due to the diverse sizes and complex backgrounds of objects in images.Obtaining class-specific precise representations at different scales is a key aspect of feat...
关键词:Image classification MULTI-LABEL multi scale attention mechanisms feature fusion 
Edge-guided representation learning for underwater object detection
《CAAI Transactions on Intelligence Technology》2024年第5期1078-1091,共14页Linhui Dai Hong Liu Pinhao Song Hao Tang Runwei Ding Shengquan Li 
National Natural Science Foundation of China(No.62073004).
Underwater object detection (UOD) is crucial for marine economic development, environmental protection, and the planet's sustainable development. The main challenges of this task arise from low-contrast, small objects...
关键词:computer vision pattern recognition video analysis 
Enhancing deep learning predictive models with HAPPY(Hierarchically Abstracted rePeat unit of PolYmers)representation
《npj Computational Materials》2024年第1期2112-2122,共11页Jihun Ahn Gabriella Pasya Irianti Yeojin Choe Su-Mi Hur 
supported by the National Research Foundation of Korea(NRF)grant funded by the Korea government(MSIT)(2018R1A5A 1025224);by the Technology Innovation Program(20016176)funded By the Ministry of Trade,Industry&Energy(MI,Korea).
We introduce HAPPY(Hierarchically Abstracted rePeat unit of PolYmers),a string representation for polymers,designed to efficiently encapsulate essential polymer structure features for property prediction.HAPPY assigns...
关键词:REPRESENTATION DETAILS FASTER 
A Phrase Topic Model Based on Distributed Representation
《Computers, Materials & Continua》2020年第7期455-469,共15页Jialin Ma Jieyi Cheng Lin Zhang Lei Zhou Bolun Chen 
This work was supported by the Project of Industry and University Cooperative Research of Jiangsu Province,China(No.BY2019051);Ma,J.would like to thank the Jiangsu Eazytec Information Technology Company(www.eazytec.com)for their financial support.
Traditional topic models have been widely used for analyzing semantic topics from electronic documents.However,the obvious defects of topic words acquired by them are poor in readability and consistency.Only the domai...
关键词:PHRASE topic model LDA distributed representation Gibbs sampling 
“SEMANTIC” in a Digital Curation Model
《Journal of Data and Information Science》2020年第1期81-92,共12页Hyewon Lee Soyoung Yoon Ziyoung Park 
supported by a research grant from Seoul Women’s University(2020);financially supported by Hansung University
Purpose:This study attempts to propose an abstract model by gathering concepts that can focus on resource representation and description in a digital curation model and suggest a conceptual model that emphasizes seman...
关键词:Digital curation model Semantic enrichment SEMANTIC model Representation and description of digital objects 
Knowledge Organization and Representation under the AI Lens被引量:4
《Journal of Data and Information Science》2020年第1期3-17,共15页Jian Qin 
Purpose:This paper compares the paradigmatic differences between knowledge organization(KO)in library and information science and knowledge representation(KR)in AI to show the convergence in KO and KR methods and appl...
关键词:Knowledge representation Knowledge organization Artificial Intelligence Paradigms 
Deep Learning for Real-Time Crime Forecasting and Its Ternarization被引量:2
《Chinese Annals of Mathematics,Series B》2019年第6期949-966,共18页Bao WANG Penghang YIN Andrea Louise BERTOZZI P.Jeffrey BRANTINGHAM Stanley Joel OSHER Jack XIN 
supported by ONR Grants N00014-16-1-2119,N000-14-16-1-2157;NSF Grants DMS-1417674,DMS-1522383,DMS-1737770 and IIS-1632935
Real-time crime forecasting is important.However,accurate prediction of when and where the next crime will happen is difficult.No known physical model provides a reasonable approximation to such a complex system.Histo...
关键词:Crime representation Spatial-temporal deep learning Real-time forecasting Ternarization 
History (Whose Story?)“Written With Lighting”: A Cinematic Representation of the “Traumatic Past “of the Germans in World War Ⅰ
《Psychology Research》2019年第3期110-115,共6页Farhat Tasannum Farah 
The powerful ability of film to present the traumatized German war veteran that traces how some of the most vulnerable members of society, marginalized and persecuted as ‘enemies of the nation,’ attempted to regain ...
关键词:Great WAR trauma Germans CINEMATIC REPRESENTATION German Expressionist Films 
How to find Representation of Functions as Power Series
《中学生数学(高中版)》2019年第2期40-41,共2页梁宇学 
关键词:How to find Representation of Functions as Power Series 
Power Representation on Sundanese Proverbs
《宏观语言学》2018年第2期75-86,共12页Asep Saripudin Rosaria Mita Amalia 
This study examines the representation of power on a number of Sundanese proverbs.The objective is to analyze traditional views on the perceptions of power in Sundanese society and explore the interrelation between la...
关键词:PROVERBS Sundanese POWER REPRESENTATION CRITICAL DISCOURSE analysis (CDA) 
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