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
- Pedestrian detection method based on Faster R-CNN被引量：15收藏
- 作者：Zhang, Hui Du, Yu Ning, Shurong Zhang, Yonghua Yang, Shuo Du, Chen
- 机构：Beijing Union Univ;Beijing Union Univ;Beijing Union Univ
- 来源：2017 13TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS) 2017
- 关键词：Faster R-CNN RPN Pedestrian detection Deep learning
- 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
- Representation of Job-Skill in Artificial Intelligence with Knowledge Graph Analysis被引量：10收藏
- 作者：Jia, Shanshan Liu, Xiaoan Zhao, Ping Liu, Chang Sun, Lianying Peng, Tao
- 机构：Beijing Union Univ;Beijing Union Univ;Beijing Union Univ
- 来源：2018 IEEE SYMPOSIUM ON PRODUCT COMPLIANCE ENGINEERING - ASIA 2018 (IEEE ISPCE-CN 2018) 2018
- 关键词：Artificial Intelligence Knowledge Graph
- 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
- Hybridized encoding for evolutionary multi-objective optimization of air traffic network flow: a case study on China被引量：7收藏
- 作者：Mingming Xiao Kaiquan Cai Abbass, H.A.
- 机构： Smart City Coll.; Sch. of Electron. & Inf. Eng.; Sch. of Eng. & Inf. Technol.
- 来源：Transportation Research Part E: Logistics and Transportation Review 0
- 关键词：air traffic control - evolutionary computation - genetic algorithms
- 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
- 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
- Human Pose Estimation Based on Attention Multi-resolution Network被引量：5收藏
- 作者：Zhang, Congcong He, Ning Sun, Qixiang Yin, Xiaojie Lu, Ke
- 机构：Beijing Union Univ;Beijing Union Univ;Univ Chinese Acad Sci
- 来源：PROCEEDINGS OF THE 2021 INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL (ICMR '21) 2021
- 关键词：Human pose estimation attention mechanism multi-resolution networks feature fusion
- 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
- 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
- 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
- Pedestrian Detection Method Based on Faster R-CNN被引量：5收藏
- 作者：Hui Zhang Yu Du Shurong Ning Yonghua Zhang Shuo Yang Chen Du
- 机构： Smart City Coll.; Coll. of Robot.; Beijing Key Lab. of Inf. Service Eng.
- 来源：2017 13th International Conference on Computational Intelligence and Security (CIS). Proceedings 0
- 关键词：convolution - feature extraction - feedforward neural nets - image classification - learning (artificial intelligence) - object detection - object recognition - pattern clustering - pedestrians - traffic engineering computing
- 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
- 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
- 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
- Color image denoising based on guided filter and adaptive wavelet threshold被引量：2收藏
- 作者：Xin Sun Ning He Yu-Qing Zhang Xue-Yan Zhen Ke Lu Xiu-Ling Zhou
- 机构： Smart City Coll.; Beijing Key Lab. of Inf. Service Eng.; Univ. of Chinese Acad. of Sci.; Beijing City Univ.
- 来源：Applied Computational Intelligence and Soft Computing 0
- 关键词：filtering theory - image colour analysis - image denoising - image texture - signal denoising - wavelet transforms
- 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
