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作品数:696被引量:1439H指数:15
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A Comparative Study of Optimized-LSTM Models Using Tree-Structured Parzen Estimator for Traffic Flow Forecasting in Intelligent Transportation
《Computers, Materials & Continua》2025年第5期3369-3388,共20页Hamza Murad Khan Anwar Khan Santos Gracia Villar Luis Alonso DzulLopez Abdulaziz Almaleh Abdullah M.Al-Qahtani 
Traffic forecasting with high precision aids Intelligent Transport Systems(ITS)in formulating and optimizing traffic management strategies.The algorithms used for tuning the hyperparameters of the deep learning models...
关键词:Short-term traffic prediction sequential time series prediction TPE tree-structured parzen estimator LSTM hyperparameter tuning hybrid prediction model 
HyTiFRec:Hybrid Time-Frequency Dual-Branch Transformer for Sequential Recommendation
《Computers, Materials & Continua》2025年第5期1753-1769,共17页Dawei Qiu Peng Wu Xiaoming Zhang Renjie Xu 
supported by a grant from the Natural Science Foundation of Zhejiang Province under Grant LY21F010016.
Recently,many Sequential Recommendation methods adopt self-attention mechanisms to model user preferences.However,these methods tend to focus more on low-frequency information while neglecting highfrequency informatio...
关键词:Sequential recommendation frequency domain efficient attention 
Machine learning-assisted fluorescence visualization for sequential quantitative detection of aluminum and fluoride ions被引量:1
《Journal of Environmental Sciences》2025年第3期68-78,共11页Qiang Zhang Xin Li Long Yu Lingxiao Wang Zhiqing Wen Pengchen Su Zhenli Sun Suhua Wang 
supported by the National Natural Science Foundation of China(No.U21A20290);Guangdong Basic and Applied Basic Research Foundation(No.2022A1515011656);the Projects of Talents Recruitment of GDUPT(No.2023rcyj1003);the 2022“Sail Plan”Project of Maoming Green Chemical Industry Research Institute(No.MMGCIRI2022YFJH-Y-024);Maoming Science and Technology Project(No.2023382).
The presence of aluminum(Al^(3+))and fluoride(F^(−))ions in the environment can be harmful to ecosystems and human health,highlighting the need for accurate and efficient monitoring.In this paper,an innovative approac...
关键词:Machine learning Aluminum ion detection Fluorine ion detection Fluorescence probe K-means model 
Correlations of three scoring systems with the prognosis of patients with liver cirrhosis complicated with sepsis syndrome
《World Journal of Gastrointestinal Surgery》2025年第3期150-160,共11页Li-Nan Liu Yu-Fei Chang Hui Wang 
BACKGROUND Severe symptoms associated with sepsis syndrome(SS)are considered a severe threat,which not only increases therapeutic difficulty but also causes a prognostic mortality rate.However,at present,few related s...
关键词:Model for end-stage liver disease Sequential organ failure assessment Modified early warning score CIRRHOSIS Sepsis syndrome 
The link between ten-eleven translocation-2(Tet2)related clonal hematopoiesis and sequential onset of two hematologic malignancies
《Genes & Diseases》2025年第1期14-18,共5页Jin Huang Haolong Lin Xia Mao Min Xiao Xiaoxi Zhou Qilin Ao Liang Huang 
supported by funding from the National Natural Science Foundation of China(No.82070211 to Liang Huang,No.82170167 to Xiaoxi Zhou,No.81800356 to Jin Huang);the National Key R&D Program of China(No.2022YFC2502604 to Liang Huang).
of somatic mutations of genes known to be recurrently mutated in hematologic malignancies in the peripheral blood of healthy individuals.1 When clonal hematopoiesis is associated with a mutation at a variant allele fr...
关键词:MALIGNANCIES HEMATOPOIESIS ALLELE 
DEEP NEURAL NETWORKS COMBINING MULTI-TASK LEARNING FOR SOLVING DELAY INTEGRO-DIFFERENTIAL EQUATIONS
《数学杂志》2025年第1期13-38,共26页WANG Chen-yao SHI Feng 
Deep neural networks(DNNs)are effective in solving both forward and inverse problems for nonlinear partial differential equations(PDEs).However,conventional DNNs are not effective in handling problems such as delay di...
关键词:Delay integro-differential equation Multi-task learning parameter sharing structure deep neural network sequential training scheme 
Dual circularly polarized monostatic STAR antenna with enhanced isolation
《Journal of Systems Engineering and Electronics》2025年第1期73-81,共9页XIE Mingcong WEI Xizhang TANG Yanqun HU Dujuan 
supported by Guangdong Natural Science Foundation(2019A1515011622);Guangdong Provincial Laboratory of Southern Marine Science and Engineering (Zhuhai)(SML2021SP407)。
Separated transmit and receive antennas are employed to improve transmit-receive isolation in conventional short-range radars, which greatly increases the antenna size and misaligns of the transmit/receive radiation p...
关键词:dual circularly polarization(CP) monostatic simultaneous transmit and receive(MSTAR) sequential rotation array(SRA) uniplanar compact electromagnetic band gap(UC-EBG) ring-shaped defected ground structure(RS-DGS) 
Sequential living donor liver transplantation after liver resection optimizes outcomes for patients with high-risk hepatocellular carcinoma
《Hepatobiliary & Pancreatic Diseases International》2025年第1期50-56,共7页Itsuko Chih-Yi Chen Leona Bettina P Dungca Chee-Chien Yong Chao-Long Chen 
Background:Hepatocellular carcinoma (HCC) is a leading cause of cancer-related mortality. While liver transplantation (LT) provides the best long-term survival, it is constrained by organ scarcity and strict criteria....
关键词:Living donor liver transplantation Liver resection High-risk hepatocellular carcinoma Sequential living donor liver transplantation Salvage living donor liver transplantation 
Probabilistic Assessment of PV-DG for Optimal Multi-Locations and Sizing Using Genetic Algorithm and Sequential-Time Power Flow
《Journal of Power and Energy Engineering》2025年第2期23-42,共20页A. Elkholy 
This paper presents an optimized strategy for multiple integrations of photovoltaic distributed generation (PV-DG) within radial distribution power systems. The proposed methodology focuses on identifying the optimal ...
关键词:Photovoltaic Distributed Generation PROBABILITY Genetic Algorithm Radial Distribution Systems Time Series Power Flow 
Projective Hilbert modules and sequential approximations
《Science China Mathematics》2025年第1期137-168,共32页Lawrence G.Brown Huaxin Lin 
supported by the National Science Foundation of the US(Grant No.DMS-1954600);partially funded by the Shanghai Key Laboratory of Pure Mathematics and Mathematical Practice,Science and Technology Commission of Shanghai Municipality(Grant Nos.13dz2260400 and 22DZ2229014)。
We show that when A is a separable C^(*)-algebra,every countably generated Hilbert A-module is projective(with bounded module maps as morphisms).We also study the approximate extensions of bounded module maps.In the c...
关键词:projective Hilbert modules simple C^(*)-algebras sequential approximations 
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