1. Special Issue on Decision Making in Heterogeneous Network Data Scenarios and Applications

   • Jianxin Li
   • Chengfei Liu
   • Yinghui Wu

   EditorialNotes 22 March 2022 Pages: 1 - 6

2. Sparse relation prediction based on hypergraph neural networks in online social networks

   • Yuanshen Guan
   • Xiangguo Sun
   • Yongjiao Sun

   OriginalPaper 24 August 2021 Pages: 7 - 31

   

3. Group homophily based facility location selection in geo-social networks

   • Yuliang Ma
   • Ningning Cui
   • Guoren Wang

   OriginalPaper 23 March 2022 Pages: 33 - 53

   

4. Identifying informative tweets during a pandemic via a topic-aware neural language model

   • Wang Gao
   • Lin Li
   • Jun Tao

   OriginalPaper 16 March 2022 Pages: 55 - 70

   

5. Intra- and inter-association attention network-enhanced policy learning for social group recommendation

   • Youquan Wang
   • Zhiwen Dai
   • Guixiang Zhu

   OriginalPaper 15 March 2022 Pages: 71 - 94

   

6. Personalized tag recommendation via denoising auto-encoder

   • Weibin Zhao
   • Lin Shang
   • Jiajun Chen

   OriginalPaper 20 December 2021 Pages: 95 - 114

   

7. Glider: rethinking congestion control with deep reinforcement learning

   • Zhenchang Xia
   • Libing Wu
   • Dan Wu

   OriginalPaper 27 June 2022 Pages: 115 - 137

   

8. Optimization of maintenance personnel dispatching strategy in smart grid

   • Yunliang Chen
   • Nian Zhang
   • Geyong Min

   OriginalPaper 22 February 2022 Pages: 139 - 162

   

9. A novel feature-based framework enabling multi-type DDoS attacks detection

   • Lu Zhou
   • Ye Zhu
   • Tianrui Zong

   OriginalPaper Open access 05 April 2022 Pages: 163 - 185

   

10. A multi-attribute decision making approach based on information extraction for real estate buyer profiling

    • Linan Zhu
    • Minhao Xu
    • Xiangjie Kong

    OriginalPaper 09 February 2022 Pages: 187 - 205

    

11. Clustering-enhanced stock price prediction using deep learning

    • Man Li
    • Ye Zhu
    • Maia Angelova

    OriginalPaper Open access 14 April 2022 Pages: 207 - 232

    

12. Memory-augmented meta-learning framework for session-based target behavior recommendation

    • Bo Yu
    • Xiyang Li
    • Jiajie Xu

    OriginalPaper 19 March 2022 Pages: 233 - 251

    

13. Auxiliary signal-guided knowledge encoder-decoder for medical report generation

    • Mingjie Li
    • Rui Liu
    • Xiaodan Liang

    OriginalPaper Open access 27 August 2022 Pages: 253 - 270

    

14. Dynamic path learning in decision trees using contextual bandits

    • Weiyu Ju
    • Dong Yuan
    • Bing Bing Zhou

    OriginalPaper Open access 20 April 2022 Pages: 271 - 296

    

15. TransO: a knowledge-driven representation learning method with ontology information constraints

    • Zhao Li
    • Xin Liu
    • Yuxin Shen

    OriginalPaper 15 February 2022 Pages: 297 - 319

    

16. PreKar: A learned performance predictor for knowledge graph stores

    • Zhixin Qi
    • Hongzhi Wang
    • Donghua Yang

    OriginalPaper 23 March 2022 Pages: 321 - 341

    

17. Example query on ontology-labels knowledge graph based on filter-refine strategy

    • Linlin Ding
    • Sisi Li
    • George Y. Yuan

    OriginalPaper 19 March 2022 Pages: 343 - 373

    

18. Structured anchor-inferred graph learning for universal incomplete multi-view clustering

    • Wenjue He
    • Zheng Zhang
    • Jie Wen

    OriginalPaper 22 March 2022 Pages: 375 - 399

    

19. Gated graph convolutional network with enhanced representation and joint attention for distant supervised heterogeneous relation extraction

    • Xiang Ying
    • Zechen Meng
    • Xuewei Li

    OriginalPaper 11 December 2021 Pages: 401 - 420

    

20. Bipartite graph capsule network

    • Xianhang Zhang
    • Hanchen Wang
    • Wenjie Zhang

    OriginalPaper Open access 14 February 2022 Pages: 421 - 440

    

21. Attention-based hierarchical denoised deep clustering network

    • Yongfeng Dong
    • Ziqiu Wang
    • Linhao Li

    OriginalPaper 12 February 2022 Pages: 441 - 459

    

22. Effective rule mining of sparse data based on transfer learning

    • Yongjiao Sun
    • Jiancheng Guo
    • Nur Al Hasan Haldar

    OriginalPaper 21 March 2022 Pages: 461 - 480

    

23. Multi-center federated learning: clients clustering for better personalization

    • Guodong Long
    • Ming Xie
    • Jing Jiang

    OriginalPaper Open access 09 June 2022 Pages: 481 - 500

    

24. LIFOSS: a learned index scheme for streaming scenarios

    • Tong Yu
    • Guanfeng Liu
    • Lei Zhao

    OriginalPaper 21 February 2022 Pages: 501 - 518