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;

  • Intelligent monitoring method of water quality based on image processing and RVFL-GMDH model

    IET Image Processing,1751-9659,2020-12-24.
    Chen, Junde; Zhang, Defu; Yang, Shuangyuan; Nanehkaran, Yaser Ahangari
    WOS:000633134600025   EI:20211410162303   10.1049/iet-ipr.2020.0254
    收录情况:SCIE、EI
  • A self-adaptive classification method for plant disease detection using GMDH-Logistic model

    Sustainable Computing: Informatics and Systems,2210-5379,2020-12.
    Chen, Junde; Yin, Huayi; Zhang, Defu
    WOS:000601381600011   EI:20202808923745   10.1016/j.suscom.2020.100415
    收录情况:SCIE、EI
  • Composing recipes based on nutrients in food in a machine learning context

    Neurocomputing,0925-2312,2020-11-20.
    Lei, Zhenfeng; ul Haq, Anwar; Dorraki, Mohsen; Zhang, Defu; Abbott, Derek
    WOS:000579808700034   EI:20204009265924   10.1016/j.neucom.2020.08.071
    收录情况:SCIE、EI
  • Constrained Energy-Cost-Aware Workflow Scheduling for Cloud Environment

    13th IEEE International Conference on Cloud Computing,2159-6182,2020-10.
    Bugingo, Emmanuel; Zhang, Defu; Zheng, Wei
    WOS:000668554300011   EI:20210309791905   10.1109/CLOUD49709.2020.00019
    收录情况:EI、CPCI-S
  • Using deep transfer learning for image-based plant disease identification

    Computers and Electronics in Agriculture,0168-1699,2020-06.
    Chen, Junde; Chen, Jinxiu; Zhang, Defu; Sun, Yuandong; Nanehkaran, Y. A.
    WOS:000531080400020   EI:20201508383072   10.1016/j.compag.2020.105393
    收录情况:SCIE、EI
  • Detection of rice plant diseases based on deep transfer learning

    JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE,0022-5142,2020-05.
    Chen, Junde; Zhang, Defu; Nanehkaran, Yaser A.; Li, Dele
    WOS:000519470500001   10.1002/jsfa.10365
    收录情况:SCIE
  • Weakly-Supervised Balanced Attention Network for Gastric Pathology Image Localization and Classification

    Proceedings - International Symposium on Biomedical Imaging,1945-7928,2020-04.
    Zhu, Zhonghang (1); Ding, Xin (2); Zhang, Defu (2); Wang, Liansheng (2)
    EI:20202308795121   10.1109/ISBI45749.2020.9098567
    收录情况:EI
  • A novel data-driven robust framework based on machine learning and knowledge graph for disease classification

    Future Generation Computer Systems,0167-739X,2020-01.
    Lei, Zhenfeng; Sun, Yuan; Nanehkaran, Y. A.; Yang, Shuangyuan; Islam, Md Saiful; Lei, Huiqing; Zhan...
    WOS:000501936300045   EI:20193807443904   10.1016/j.future.2019.08.030
    收录情况:SCIE、EI
  • A New Hybrid Convolutional Neural Network and eXtreme Gradient Boosting Classifier for Recognizing Handwritten Ethiopian Characters

    IEEE Access,2169-3536,2020.
    Weldegebriel, Halefom Tekle; Liu, Han; Ul Haq, Anwar; Bugingo, Emmanuel; Zhang, Defu
    WOS:000524753200104   EI:20200908224627   10.1109/ACCESS.2019.2960161
    收录情况:SCIE、EI
  • Neural embedding collaborative filtering for recommender systems

    Neural Computing and Applications,0941-0643,2020.
    Huang, Tianlin; Zhang, Defu; Bi, Lvqing
    WOS:000537363800003   EI:20202308796237   10.1007/s00521-020-04920-9
    收录情况:SCIE、EI
  • Analysis and comparison of machine learning classifiers and deep neural networks techniques for recognition of Farsi handwritten digits

    Journal of Supercomputing,0920-8542,2020.
    Nanehkaran, Y.A. (1); Zhang, Defu (1); Salimi, S. (2); Chen, Junde (1); Tian, Yuan (3); Al-Nabhan, ...
    WOS:000553281800001   EI:20203108998805   10.1007/s11227-020-03388-7
    收录情况:SCIE、EI
  • Identifying plant diseases using deep transfer learning and enhanced lightweight network

    MULTIMEDIA TOOLS AND APPLICATIONS,1380-7501,2020.
    Chen, Junde; Zhang, Defu; Nanehkaran, Y. A.
    WOS:000561518100003   EI:20203509094652   10.1007/s11042-020-09669-w
    收录情况:SCIE、EI
  • Recognition of plant leaf diseases based on computer vision

    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING,1868-5137,2020.
    Nanehkaran, Y. A.; Zhang, Defu; Chen, Junde; Tian, Yuan; Al-Nabhan, Najla
    WOS:000566045300001   EI:20203709154923   10.1007/s12652-020-02505-x
    收录情况:SCIE、EI
  • KGEL: A novel end-to-end embedding learning framework for knowledge graph completion

    Expert Systems with Applications,0957-4174,2020.
    Zeb, Adnan; Ul Haq, Anwar; Zhang, Defu; Chen, Junde; Gong, Zhiguo
    WOS:000623561000003   EI:20204509453699   10.1016/j.eswa.2020.114164
    收录情况:SCIE、EI
  • Towards decomposition based multi-objective workflow scheduling for big data processing in clouds

    Cluster Computing,1386-7857,2020.
    Bugingo, Emmanuel; Zhang, Defu; Chen, Zhaobin; Zheng, Wei
    WOS:000592138900001   EI:20204809533177   10.1007/s10586-020-03208-w
    收录情况:SCIE、EI