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DEPENDENCE: 作品数：887被引量：964H指数：10; 导出分析报告; 相关领域：理学更多>>; 相关作者：黄矛由振东万兴旺李万亥黄维通更多>>; 相关机构：清华大学中国科学技术大学北京大学第二军医大学更多>>; 相关期刊：更多>>; 相关基金：国家自然科学基金国家重点基础研究发展计划国家教育部博士点基金中国博士后科学基金更多>>

Multi-Label Feature Selection Based on Improved Ant Colony Optimization Algorithm with Dynamic Redundancy and Label Dependence: 《Computers, Materials & Continua》2024年第10期1157-1175,共19页Ting Cai Chun Ye Zhiwei Ye Ziyuan Chen Mengqing Mei Haichao Zhang Wanfang Bai Peng Zhang; supported by National Natural Science Foundation of China(Grant Nos.62376089,62302153,62302154,62202147);the key Research and Development Program of Hubei Province,China(Grant No.2023BEB024).; The world produces vast quantities of high-dimensional multi-semantic data.However,extracting valuable information from such a large amount of high-dimensional and multi-label data is undoubtedly arduous and challengi...; 关键词：Multi-label feature selection ant colony optimization algorithm dynamic redundancy high-dimensional data label correlation

Structural Dependence Learning Based on Self-attention for Face Alignment: 《Machine Intelligence Research》2024年第3期514-525,共12页Biying Li Zhiwei Liu Wei Zhou Haiyun Guo Xin Wen Min Huang Jinqiao Wang; supported by the National Key R&D Program of China(No.2021YFE0205700);the National Natural Science Foundation of China(Nos.62076235,62276260 and 62002356);sponsored by the Zhejiang Lab(No.2021KH0AB07);the Ministry of Education Industry-University Cooperative Education Program(Wei Qiao Venture Group,No.E1425201).; Self-attention aggregates similar feature information to enhance the features. However, the attention covers nonface areas in face alignment, which may be disturbed in challenging cases, such as occlusions, and fails ...; 关键词：Computer vision face alignment self-attention facial structure contextual information

Multimodal Dependence Attention and Large-Scale Data Based Offline Handwritten Formula Recognition: 《Journal of Computer Science & Technology》2024年第3期654-670,共17页刘汉超董兰芳张信明; supported by the National Key Research and Development Program of China under Grant No.2020YFB1313602.; Offline handwritten formula recognition is a challenging task due to the variety of handwritten symbols and two-dimensional formula structures.Recently,the deep neural network recognizers based on the encoder-decoder ...; 关键词：handwritten formula recognition multimodal dependence attention semantic dependence visual dependence Handwritten Formula Image Dataset

BCCLR:A Skeleton-Based Action Recognition with Graph Convolutional Network Combining Behavior Dependence and Context Clues被引量：4: 《Computers, Materials & Continua》2024年第3期4489-4507,共19页Yunhe Wang Yuxin Xia Shuai Liu; supported in part by the 2023 Key Supported Project of the 14th Five Year Plan for Education and Science in Hunan Province with No.ND230795.; In recent years,skeleton-based action recognition has made great achievements in Computer Vision.A graph convolutional network(GCN)is effective for action recognition,modelling the human skeleton as a spatio-temporal ...; 关键词：Action recognition deep learning GCN behavior dependence context clue self-attention

Adaptive Graph Convolutional Recurrent Neural Networks for System-Level Mobile Traffic Forecasting: 《China Communications》2023年第10期200-211,共12页Yi Zhang Min Zhang Yihan Gui Yu Wang Hong Zhu Wenbin Chen Danshi Wang; supported by the National Natural Science Foundation of China(61975020,62171053)。; Accurate traffic pattern prediction in largescale networks is of great importance for intelligent system management and automatic resource allocation.System-level mobile traffic forecasting has significant challenges ...; 关键词：adaptive graph convolutional network mobile traffic prediction spatial-temporal dependence

Bug Prioritization Using Average One Dependence Estimator: 《Intelligent Automation & Soft Computing》2023年第6期3517-3533,共17页Kashif Saleem Rashid Naseem Khalil Khan Siraj Muhammad Ikram Syed Jaehyuk Choi; This work was supported in part by the National Research Foundation of Korea(NRF)grant funded by the Korea government(MSIT)(No.NRF-2020R1A2C1013308).; Automation software need to be continuously updated by addressing software bugs contained in their repositories.However,bugs have different levels of importance;hence,it is essential to prioritize bug reports based on...; 关键词：Bug report triaging PRIORITIZATION support vector machine Naive Bayes

Some of the Mechanisms for Coexistence of Tree Species Diversity in Tropical Forests: A Review of Effects of Tree Density Dependence: 《Open Journal of Forestry》2023年第1期132-144,共13页Oladele Fisayo Falade; Tree communities contribute to maintenance of species diversity in tropical forests. Coexistence of many tree species is not without competition. Therefore, coexistence of tree species and size diversities occur seque...; 关键词：Tree Community Structure Tree Species Diversity Tree Species Coexistence Tree Populations

Cross Modal Adaptive Few-Shot Learning Based on Task Dependence被引量：1: 《Chinese Journal of Electronics》2023年第1期85-96,共12页DAI Leichao FENG Lin SHANG Xinglin SU Han; supported by the National Natural Science Foundation of China (61876158);Fundamental Research Funds for the Central Universities (2682021ZTPY030)。; Few-shot learning(FSL) is a new machine learning method that applies the prior knowledge from some different domains tasks.The existing FSL models of metric-based learning have some drawbacks,such as the extracted fea...; 关键词：META-LEARNING Few-shot learning Metric learning Cross modal

Optimal Dependence of Performance and Efficiency of Collaborative Filtering on Random Stratified Subsampling被引量：2: 《Big Data Mining and Analytics》2022年第3期192-205,共14页Samin Poudel Marwan Bikdash; Dropping fractions of users or items judiciously can reduce the computational cost of Collaborative Filtering(CF)algorithms.The effect of this subsampling on the computing time and accuracy of CF is not fully understo...; 关键词：Collaborative Filtering(CF) SUBSAMPLING Training Time Improvement(TTI) performance loss Recommendation System(RS) collaborative filtering optimal solutions rating matrix

A Multi-Level Selective Maintenance Strategy Combined to Data Mining Approach for Multi-Component System Subject to Propagated Failures: 《Journal of Systems Science and Systems Engineering》2022年第3期313-337,共25页Mohamed Ali Kammoun Zied Hajej Nidhal Rezg; In several industrial fields like air transport,energy industry and military domain,maintenance actions are carried out during downtimes in order to maintain the reliability and availability of production system.In su...; 关键词：Selective maintenance stochastic dependence age acceleration factor data mining flexible manufacturing system

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