学者信息

张德富 (DeFu Zhang)

信息学院

ResearcherID:G-3463-2010

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已发表成果:

WOK 论文 150 篇;中文核心 10 篇;其它论文 3 篇;图书及章节 2 本;

  • An entity-weights-based convolutional neural network for large-sale complex knowledge embedding

    Pattern Recognition,0031-3203,2022-11.
    Wang, Zhengdi; Yang, Lvqing; Lei, Zhenfeng; Ul Haq, Anwar; Zhang, Defu; Yang, Shuangyuan; Francis, ...
    WOS:000854976600001   EI:20222712329497   10.1016/j.patcog.2022.108841
    收录情况:SCIE、EI
  • Segmentation of medical images using an attention embedded lightweight network

    Engineering Applications of Artificial Intelligence,0952-1976,2022-11.
    Chen, Junde; Chen, Weirong; Zeb, Adan; Zhang, Defu
    WOS:000862748800009   EI:20223712739952   10.1016/j.engappai.2022.105416
    收录情况:SCIE、EI
  • Learning knowledge graph embeddings by deep relational roto-reflection

    Knowledge-Based Systems,0950-7051,2022-09-27.
    Zeb, Adnan (1); Saif, Summaya (2); Chen, Junde (1); Zhang, Defu (1)
    EI:20223212534746   10.1016/j.knosys.2022.109451
    收录情况:EI
  • A power line loss analysis method based on boost clustering

    JOURNAL OF SUPERCOMPUTING,0920-8542,2022-09.
    Chen, Junde; Zeb, Adnan; Sun, Yuandong; Zhang, Defu
    WOS:000849291600003   10.1007/s11227-022-04777-w
    收录情况:SCIE
  • Complex graph convolutional network for link prediction in knowledge graphs

    Expert Systems with Applications,0957-4174,2022-08-15.
    Zeb, Adnan; Saif, Summaya; Chen, Junde; Ul Haq, Anwar; Gong, Zhiguo; Zhang, Defu
    WOS:000802670000001   EI:20221511953401   10.1016/j.eswa.2022.116796
    收录情况:SCIE、EI
  • MS-DNet: A mobile neural network for plant disease identification

    Computers and Electronics in Agriculture,0168-1699,2022-08.
    Chen, Weirong; Chen, Junde; Duan, Rui; Fang, Yang; Ruan, Quansheng; Zhang, Defu
    WOS:000829556500004   EI:20222912360488   10.1016/j.compag.2022.107175
    收录情况:SCIE、EI
  • Mobile convolution neural network for the recognition of potato leaf disease images

    MULTIMEDIA TOOLS AND APPLICATIONS,1380-7501,2022-03.
    Chen, Weirong; Chen, Junde; Zeb, Adnan; Yang, Shuangyuan; Zhang, Defu
    WOS:000767922000005   EI:20221111789632   10.1007/s11042-022-12620-w
    收录情况:SCIE、EI
  • Comparative evaluation of task priorities for processing and bandwidth capacities-based workflow scheduling for cloud environment

    JOURNAL OF SUPERCOMPUTING,0920-8542,2022-02.
    Bugingo, Emmanuel; Zheng Wei; Zhang Defu
    WOS:000685616100006   10.1007/s11227-021-03979-y
    收录情况:SCIE
  • Lightweight Inception Networks for the Recognition and Detection of Rice Plant Diseases

    IEEE Sensors Journal,1530-437X,2022.
    Chen, Junde; Chen, Weirong; Zeb, Adan; Yang, Shuangyuan; Zhang, Defu
    WOS:000828762500089   EI:20222612278798   10.1109/JSEN.2022.3182304
    收录情况:SCIE、EI
  • Stacking ensemble model of deep learning for plant disease recognition

    Journal of Ambient Intelligence and Humanized Computing,1868-5137,2022.
    Chen, Junde (1, 2); Zeb, Adnan (2); Nanehkaran, Y.A. (1, 3); Zhang, Defu (2)
    EI:20223412613699   10.1007/s12652-022-04334-6
    收录情况:EI
  • Reinforcement Learning Driven Intra-modal and Inter-modal Representation Learning for 3D Medical Image Classification

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics),0302-9743,2022.
    Zhu, Zhonghang; Wang, Liansheng; Magnier, Baptiste; Zhu, Lei; Zhang, Defu; Yu, Lequan
    WOS:000867397400058   EI:20224012828916   10.1007/978-3-031-16437-8_58
    收录情况:EI、CPCI-S
  • Weakly-supervised learning method for the recognition of potato leaf diseases

    Artificial Intelligence Review,0269-2821,2022.
    Chen, Junde; Deng, Xiaofang; Wen, Yuxin; Chen, Weirong; Zeb, Adnan; Zhang, Defu
    WOS:000902014800003   EI:20225213297383   10.1007/s10462-022-10374-3
    收录情况:SCIE、EI
  • MuRCL: Multi-Instance Reinforcement Contrastive Learning for Whole Slide Image Classification

    IEEE Transactions on Medical Imaging,0278-0062,2022.
    Zhu, Zhonghang; Yu, Lequan; Wu, Wei; Yu, Rongshan; Zhang, Defu; Wang, Liansheng
    WOS:000982483400009   EI:20225213305137   10.1109/TMI.2022.3227066
    收录情况:SCIE、EI
  • A hybrid improved LSTM-CNN model for Chinese stock price trend prediction

    Proceedings of 2022 IEEE 4th International Conference on Civil Aviation Safety and Information Technology, ICCASIT 2022,,2022.
    Xu, Xinyi (1); Yang, Minggang (1); Liu, Heng (1); Zhang, Defu (1)
    EI:20230413413393   10.1109/ICCASIT55263.2022.9986705
    收录情况:EI