成果/Result
- Classification of Breast Cancer Histopathological Images Using Discriminative Patches Screened by Generative Adversarial Networks被引量：47收藏
- 作者：Man, Rui Yang, Ping Xu, Bowen
- 机构：Beijing Union Univ;Beijing Univ Technol
- 来源：IEEE ACCESS 2020
- 关键词：Breast cancer histopathological images densely connected convolutional networks discriminative patches generative adversarial networks image classification
- Investigation on the Chinese Text Sentiment Analysis Based on Convolutional Neural Networks in Deep Learning被引量：44收藏
- 作者：Xu, Feng Zhang, Xuefen Xin, Zhanhong Yang, Alan
- 机构：Beijing Univ Posts & Telecommun;Beijing Union Univ;Amphenol Assemble Tech
- 来源：CMC-COMPUTERS MATERIALS & CONTINUA 2019
- 关键词：Convolutional neural network (CNN) deep learning learning rate normalization sentiment analysis
- Detection of atrial fibrillation from ECG recordings using decision tree ensemble with multi-level features被引量：29收藏
- 作者：Shao, Minggang Bin, Guangyu Wu, Shuicai Bin, Guanghong Huang, Jiao Zhou, Zhuhuang
- 机构：Beijing Univ Technol;Beijing Union Univ
- 来源：PHYSIOLOGICAL MEASUREMENT 2018
- 关键词：atrial fibrillation decision tree ensemble multi-level feature cardiac arrhythmia electrocardiogram
- A new load balancing strategy by task allocation in edge computing based on intermediary nodes被引量：27收藏
- 作者：Li, Guangshun Yao, Yonghui Wu, Junhua Liu, Xiaoxiao Sheng, Xiaofei Lin, Qingyan
- 机构：Qufu Normal Univ;Hong Kong Polytech Univ;Beijing Union Univ
- 来源：EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING 2020
- 关键词：Edge computing Load balancing Task allocation State assessment
- A Wearable Electrocardiogram Telemonitoring System for Atrial Fibrillation Detection被引量：22收藏
- 作者：Shao, Minggang Zhou, Zhuhuang Bin, Guangyu Bai, Yanping Wu, Shuicai
- 机构：Beijing Univ Technol;Beijing Union Univ
- 来源：SENSORS 2020
- 关键词：electrocardiogram (ECG) monitoring wearable ECG patch atrial fibrillation detection Android smartphone cloud computing
- Hybridized encoding for evolutionary multi-objective optimization of air traffic network flow: A case study on China被引量：21收藏
- 作者：Xiao, Mingming Cai, Kaiquan Abbass, Hussein A.
- 机构：Beijing Union Univ;Beihang Univ;Univ New South Wales
- 来源：TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW 2018
- 关键词：Air traffic management Flow optimization Memetic computing Interdependent optimization
- Future vehicles: interactive wheeled robots被引量：18收藏
- 作者：Ma, Nan Li, Deyi He, Wen Deng, Yue Li, Jiahong Gao, Yue Bao, Hong Zhang, Huan Xu, Xinkai Liu, Yuansheng Wu, Zhixuan Chen, Li
- 机构：Beijing Union Univ;Beijing Union Univ;Acad Mil Med Sci;Beihang Univ;Tsinghua Univ
- 来源：SCIENCE CHINA-INFORMATION SCIENCES 2021
- Stance Detection of Microblog Text Based on Two-Channel CNN-GRU Fusion Network被引量：13收藏
- 作者：Li, Wenfa Xu, Yilong Wang, Gongming
- 机构：Beijing Union Univ;Beijing Union Univ;Inspur Software Grp Co Ltd
- 来源：IEEE ACCESS 2019
- 关键词：Stance detection natural language processing deep learning CNN GRU
- Mobile Robot Path Planning Based on a Generalized Wavefront Algorithm被引量：11收藏
- 作者：Wu, Sifan Du, Yu Zhang, Yonghua
- 机构：Beijing Union Univ;Beijing Union Univ;Beihang Univ
- 来源：MATHEMATICAL PROBLEMS IN ENGINEERING 2020
- 关键词：Curve fitting - Mobile robots - Robot programming - Wavefronts
- Current material design strategies on the copper chalcogenide cathodes for rechargeable magnesium batteries: a review被引量：10收藏
- 作者：Liu, Xin Zhang, Qianwei Du, Changliang Du, Xiao Zhu, Youqi Cao, Chuanbao
- 机构：Beijing Inst Technol;Beijing Union Univ
- 来源：MATERIALS CHEMISTRY FRONTIERS 2023
- Spatiotemporal Characteristics and Influencing Factors of Water Resources' Green Utilization Efficiency in China: Based on the EBM Model with Undesirable Outputs and SDM Model被引量：8收藏
- 作者：Zeng, Liangen Li, Peilin Yu, Zhao Nie, Yang Li, Shengzhang Gao, Guangye Huang, Di
- 机构：Peking Univ;Chinese Acad Macroecon Res;Beijing Univ Technol;Peking Univ;Beijing Union Univ
- 来源：WATER 2022
- 关键词：water resources green utilization efficiency spatial autocorrelation analysis spatial Durbin model
- Deep Neural Network-Based SQL Injection Detection Method被引量：8收藏
- 作者：Zhang, Wei Li, Yueqin Li, Xiaofeng Shao, Minggang Mi, Yajie Zhang, Hongli Zhi, Guoqing
- 机构：Beijing Union Univ;Beijing Union Univ
- 来源：SECURITY AND COMMUNICATION NETWORKS 2022
- 关键词：Multilayer neural networks - Network security - Long short-term memory - Deep neural networks - Learning algorithms - Network layers
- Fundus Retinal Vessels Image Segmentation Method Based on Improved U-Net被引量：7收藏
- 作者：Han, J. Wang, Y. Gong, H.
- 机构：Beijing Union Univ
- 来源：IRBM 2022
- 关键词：U-Net Fundus retinal blood vessels Non-local Attention mechanism Medical image segmentation
- GPS Trajectory-Based Spatio-Temporal Variations of Traffic Accessibility under Public Health Emergency Consideration被引量：6收藏
- 作者：Dong, Luqi Lv, Ying Sun, Huijun Zhi, Danyue Chen, Tingting
- 机构：Beijing Jiaotong Univ;Beijing Union Univ
- 来源：JOURNAL OF ADVANCED TRANSPORTATION 2021
- 关键词：Health care - Population distribution - Population dynamics - Population statistics - Public health - Research and development management - Risk management - Spatial variables measurement
- A self-tuning client-side metadata prefetching scheme for wide area network file systems被引量：6收藏
- 作者：Wei, Bing Xiao, Limin Song, Yao Qin, Guangjun Zhu, Jinbin Yan, Baicheng Wang, Chaobo Huo, Zhisheng
- 机构：Beihang Univ;Beihang Univ;Beijing Union Univ
- 来源：SCIENCE CHINA-INFORMATION SCIENCES 2022
- 关键词：wide area network file systems multiple workloads metadata prefetching correlation-directed prefetching directory-directed prefetching self-tuning prefetching
- Exposure Fusion Using a Relative Generative Adversarial Network被引量：5收藏
- 作者：Wang, Jinhua Li, Xuewei Liu, Hongzhe
- 机构：Beijing Union Univ;Beijing Union Univ
- 来源：IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 2021
- 关键词：exposure fusion relative generative adversarial network high dynamic range image
- Mobile Service Traffic Classification Based on Joint Deep Learning With Attention Mechanism被引量：5收藏
- 作者：Li, Changbing Dong, Chao Niu, Kai Zhang, Zhengzhen
- 机构：Beijing Univ Posts & Telecommun;Beijing Union Univ
- 来源：IEEE ACCESS 2021
- 关键词：Deep learning Streaming media Telecommunication traffic Protocols Computational complexity Computational modeling Aggregates Mobile service traffic classification (MSTC) joint deep learning attention mechanism
- HMMs based masquerade detection for network security on with parallel computing被引量：5收藏
- 作者：Liu, Jia Duan, Miyi Li, Wenfa Tian, Xinguang
- 机构：Beihang Univ;Beijing Union Univ;Beijing Union Univ;Chinese Acad Sci
- 来源：COMPUTER COMMUNICATIONS 2020
- 关键词：Masquerade detection Shell command Anomaly detection Hidden Markov model
- GCSS: a global collaborative scheduling strategy for wide-area high-performance computing被引量：5收藏
- 作者：Song, Yao Xiao, Limin Wang, Liang Qin, Guangjun Wei, Bing Yan, Baicheng Zhang, Chenhao
- 机构：Beihang Univ;Beihang Univ;Beijing Union Univ
- 来源：FRONTIERS OF COMPUTER SCIENCE 2022
- 关键词：high-performance computing scheduling strategy task scheduling data placement
- A survey on the network models applied in the industrial network optimization被引量：4收藏
- 作者：Dong, Chao Xiong, Xiaoxiong Xue, Qiulin Zhang, Zhengzhen Niu, Kai Zhang, Ping
- 机构：Beijing Univ Posts & Telecommun;Beijing Union Univ
- 来源：SCIENCE CHINA-INFORMATION SCIENCES 2024
- 关键词：industrial network small-scale network large-scale network graph theory system entropy
- Intelligent Resource Allocation for V2V Communication with Spectrum-Energy Efficiency Maximization被引量：3收藏
- 作者：Xu, Chunning Wang, Shumo Song, Ping Li, Ke Song, Tiecheng
- 机构：Southest Univ;Southeast Univ;Beijing Union Univ;Southeast Univ
- 来源：SENSORS 2023
- 关键词：vehicular networking resource allocation 5G network slicing multi-agent deep Q learning
- Multi-Channel System for Simultaneous In Situ Monitoring of Ion Flux and Membrane Potential in Plant Electrophysiology被引量：3收藏
- 作者：Wang, Zi-Yang Li, Jin-Hai Zhou, Qiao Gao, Xin-Yu Fan, Li-Feng Wang, Yong-Qian Xue, Lin Wang, Zhong-Yi Huang, Lan
- 机构：China Agr Univ;Minist Agr;Minist Educ;Beijing Union Univ
- 来源：IEEE ACCESS 2019
- 关键词：Ion flux membrane potential microelectrode sensor multi-channel recording system plant electrical signal weak signal detection
- Performance-enhanced indoor MIMO-OFDM visible light communications using individual/joint CAZAC precoding techniques被引量：2收藏
- 作者：Chen, Mengru Lu, Huimin Chen, Danyang Jin, Jianli Chen, Ming Wang, Jianping
- 机构：Univ Sci & Technol Beijing;Beijing Union Univ
- 来源：APPLIED OPTICS 2020
- 关键词：Bit error rate - Gain control - Light - MIMO systems - Orthogonal frequency division multiplexing - Signal to noise ratio
- QTMS: A quadratic time complexity topology-aware process mapping method for large-scale parallel applications on shared HPC system被引量：2收藏
- 作者：Yan, Baicheng Xiao, Limin Qin, Guangjun Yang, Zhang Dong, Bin Yu, Haonan Wu, Hongyu
- 机构：Beihang Univ;Beijing Union Univ;Inst Appl Phys & Computat Math;Lawrence Berkeley Natl Lab
- 来源：PARALLEL COMPUTING 2020
- 关键词：Topology-aware process mapping Communication optimization Shared HPC system
- CFIO: A conflict-free I/O mechanism to fully exploit internal parallelism for Open-Channel SSDs被引量：2收藏
- 作者：Zhu, Jinbin Wang, Liang Xiao, Limin Liu, Lei Qin, Guangjun
- 机构：Beihang Univ;Beihang Univ;Beijing Union Univ
- 来源：JOURNAL OF SYSTEMS ARCHITECTURE 2023
- 关键词：NVMe SSDs Open-Channel SSD Access conflict Conflict-free I O management
- Moving Vehicle Tracking Optimization Method Based on SPF被引量：1收藏
- 作者：Lv, Caixia Zhang, Xuejing
- 机构：Beijing Inst Technol;Beijing Union Univ
- 来源：COMPLEXITY 2020
- 关键词：Behavioral research - Crime - Graph structures - Graph theory - Intelligent systems - Particle size analysis - Vehicles
- Automatic analysis of DIFC systems using noninterference with declassification被引量：1收藏
- 作者：Li, Wenfa Yang, Zhi Liu, Jia
- 机构：Beijing Union Univ;PLA Informat Engn Univ;Beijing Union Univ
- 来源：NEURAL COMPUTING & APPLICATIONS 2022
- 关键词：DIFC Noninterference Covert channel CSP
- A Latency-Aware Offloading Strategy over Fiber-Wireless (FiWi) Infrastructures for Tactile Internet Services被引量：1收藏
- 作者：Dai, Qinglong Qian, Jin Qin, Guangjun Li, Jianwu Zhao, Jun
- 机构：Beijing Union Univ;Dareway Software Co Ltd;Beijing Inst Technol;China Telecom Beijing Res Inst
- 来源：APPLIED SCIENCES-BASEL 2022
- 关键词：latency offloading FiWi networks tactile internet
- Underwater image enhancement method based on a cross attention mechanism被引量：1收藏
- 作者：Xu, Sunhan Wang, Jinhua He, Ning Hu, Xin Sun, Fengxi
- 机构：Beijing Union Univ
- 来源：MULTIMEDIA SYSTEMS 2024
- 关键词：Underwater image enhancement methods U-Net Cross attention transformer Dynamic enhancement module Hybrid loss function
- A resource occupancy ratio-oriented load balancing task scheduling mechanism for Flink被引量：1收藏
- 作者：Dai, Qinglong Qin, Guangjun Li, Jianwu Zhao, Jun Cai, Jifan
- 机构：Beijing Union Univ;Beijing Inst Technol;Chinatelecom Res Inst
- 来源：JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2023
- 关键词：Unbounded data bounded data integrated stream processing Flink load balancing
