2020 Journal Papers

1. Xia Wu, Xueyuan Xu, Jianhong Liu, Hailing Wang, Bin Hu*, Feiping Nie, Supervised feature selection with orthogonal regression and feature weighting, IEEE Transactions on Neural Networks and Learning Systems, 32(5)(2020), 1831-1838.

2. Xiaoyu Guo, Mei Liu, Qinglin Zhao, Bin Hu*, Huiyan Lu, Long Jin, Saturation-allowed zeroing neural networks activated by various functions for time-varying quadratic programming, Filomat, 34(15)(2020), 5149-5157.

3. Shilin Zhang, Bin Hu*, Cun Ji, Xiangwei Zheng, Min Zhang, Functional connectivity network based emotion recognition combining sample entropy, IFAC-PapersOnLine, 53(5)(2020), 458-463.

4. Jian Shen, Xiaowei Zhang, Xiao Huang, Manxi Wu, Jin Gao, Dawei Lu, Zhijie Ding, Bin Hu*, An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment, IEEE Journal of Biomedical and Health Informatics, 25(7)(2020), 2545-2556.

5. Lirong Teng, Yongchao Li, Yu Zhao, Tao Hu, Zhe Zhang, Zhijun Yao, Bin Hu*, Predicting MCI Progression with FDG-PET and Cognitive Scores: A Longitudinal Study, BMC Neurology, 20(2020), 1-10.

6. Peiran Dong, Zhaolong Ning, Rong Ma, Xiaojie Wang, Xiping Hu, Bin Hu, NOMA-Based Energy-Efficient Task Scheduling in Vehicular Edge Computing Networks: A Self-Imitation Learning-Based Approach, China Communications, 17(11)(2020), 1-11.

7. Yuan Li, Zhijun Yao, Yongqing Yang, Feng Zhao, Yu Fu, Ying Zou, Bin Hu*, A Study on PHF-Tau Network Effected by Apolipoprotein E4, American Journal of Alzheimer’s Disease and Other Dementias, 35(2020).

8. Man Guo, Tiancheng Wang, Zhe Zhang, Nan Chen, Yongchao Li, Yin Wang, Zhijun Yao, Bin Hu*, Diagnosis of Major Depressive Disorder using Whole-Brain Effective Connectivity Networks Derived from Resting-State Functional MRI, Journal of Neural Engineering, 17(5) (2020).

9. Man Guo, Yongchao Li, Weihao Zheng, Keman Huang, Li Zhou, Xiping Hu, Zhijun Yao, Bin Hu*, A Novel Conversion Prediction Method of MCI to AD Based on Longitudinal Dynamic Morphological Features using ADNI Structural MRIs, Journal of Neurology, 267(2020), 2983-2997.

10. Yanrong Hao, Yonghui Li, Jianxiu Li, Hong Peng, Qinglin Zhao, Bin Hu*, Abnormal Attentional Bias of Non-Drug Reward in Abstinent Heroin Addicts: An ERP Study, IEEE Transactions on Affective Computing, 13(3)(2020), 1664-1676.

11. Zhaolong Ning, Peiran Dong, Xiaojie Wang, Xiping Hu, Jiangchuan Liu, Lei Guo, Bin Hu*, Ricky Kwok, Victor CM Leung, Partial Computation Offloading and Adaptive Task Scheduling for 5G-Enabled Vehicular Networks, IEEE Transactions on Mobile Computing, 21(4)(2020), 1319-1333.

12. Tao Wang, Cancheng Li, Chunyun Wu, Chengjian Zhao, Jieqiong Sun, Hong Peng, Xiping Hu, Bin Hu*, A Gait Assessment Framework for Depression Detection using Kinect Sensors, IEEE Sensors Journal, 21(3)(2020), 3260-3270.

13. Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Huang Da, Jun Cheng, Bin Hu*, Self-Supervised Gait Encoding with Locality-Aware Attention for Person Re-Identification, arXiv:2008.09435, (2020).

14. Chengsheng Mao, Lijuan Lu, Bin Hu*, Local Probabilistic Model for Bayesian Classification: A Generalized Local Classification Model, Applied Soft Computing , 93(2020), 106379.

15. Chen Zhao, Luming Hu, Liuqing Wei, Chundi Wang, Xiaowei Li, Bin Hu*, Xuemin Zhang, How do Humans Perform in Multiple Object Tracking with Unstable Features, Frontiers in Psychology, 11(2020), 1940.

16. Hanshu Cai, Zhidiao Qu, Yi Zhang, Xiping Hu, Bin Hu*, Feature-Level Fusion Approaches Based on Multimodal EEG Data for Depression Recognition, Information Fusion, 59(2020), 127-138.

17. Guoping Gao, Ruifeng Zhang, Wenfei Geng, Huijia Meng, Bin Hu*, Characteristic Mode Analysis of a Nonuniform Metasurface Antenna for Wearable Applications, IEEE Antennas and Wireless Propagation Letters, 19(8)(2020), 1355-1359.

18. Zhaolong Ning, Kaiyuan Zhang, Xiaojie Wang, Lei Guo, Xiping Hu, Jun Huang, Bin Hu*, Ricky YK Kwok, Intelligent Edge Computing in Internet of Vehicles: A Joint Computation Offloading and Caching Solution, IEEE Transactions on Intelligent Transportation Systems, 22(4)(2020), 2212-2225.

19. Zhijun Yao, Yu Fu, Jianfeng Wu, Wenwen Zhang, Yue Yu, Zicheng Zhang, Xia Wu, Yalin Wang, Bin Hu*, Morphological Changes in Subregions of Hippocampus and Amygdala in Major Depressive Disorder Patients, Brain Imaging and Behavior,14(3)(2020), 653-667.

20. Xiaowei Zhang, Jinyong Liu, Jian Shen, Shaojie Li, Kechen Hou, Bin Hu*, Jin Gao, Tong Zhang, Emotion Recognition from Multimodal Physiological Signals using a Regularized Deep Fusion of Kernel Machine, IEEE Transactions on Cybernetics, 51(9)(2020), 4386-4399.

21. Weihao Zheng, Choong-Wan Woo, Zhijun Yao, Pavel Goldstein, Lauren Y. Atlas, Mathieu Roy, Liane Schmidt, Anjali Krishnan, Marieke Jepma, Bin Hu*, Tor D. Wage, Pain-Evoked Reorganization in Functional Brain Networks, Cerebral Cortex, 30(5)(2020), 2804-2822.

22. Peiran Dong, Zhaolong Ning, Mohammad S. Obaidat, Xin Jiang, Yi Guo, Xiping Hu, Bin Hu, Balqies Sadoun, Edge Computing Based Healthcare Systems: Enabling Decentralized Health Monitoring in Internet of Medical Things, IEEE Network, 34(5)(2020), 254-261.

23. Jing Zhu, Zihan Wang, Tao Gong, Shuai Zeng, Xiaowei Li, Bin Hu*, Jianxiu Li, Shuting Sun, Lan Zhang, An Improved Classification Model for Depression Detection using EEG and Eye Tracking Data, IEEE Transactions on Nanobioscience, 19(3)(2020), 527-537.

24. Guoping Gao, Shaofei Wang, Ruifeng Zhang, Chen Yang, Bin Hu*, Flexible EBG-Backed PIFA Based on Conductive Textile and PDMS for Wearable Applications, Microwave and Optical Technology Letters, 62(4)(2020), 1733-1741.

25. Xiaowei Zhang, Jing Pan, Jian Shen, Zia ud Din, Junlei Li, Dawei Lu, Manxi Wu, Bin Hu*, Fusing of Electroencephalogram and Eye Movement with Group Sparse Canonical Correlation Analysis for Anxiety Detection, IEEE Transactions on Affective Computing, 13(2)(2020), 958-971.

26. Shuting Sun, Jianxiu Li, Huayu Chen, Tao Gong, Xiaowei Li, Bin Hu*, A Study of Resting-State EEG Biomarkers for Depression Recognition, arXiv:2002.11039, (2020).

27. Qiuxia Shi, Ang Liu, Rongyan Chen, Jian Shen, Qinglin Zhao, Bin Hu*, Depression Detection using Resting State Three-channel EEG Signal, arXiv:2002.09175, (2020).

28. Hanshu Cai, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Xiping Hu, Bin Hu*, MODMA Dataset: A Multi-model Open Dataset for Mental-Disorder Analysis, arXiv:2002.09283, (2020).

29. Zhaolong Ning, Kaiyuan Zhang, Xiaojie Wang, Mohammad S Obaidat, Lei Guo, Xiping Hu, Bin Hu*, Yi Guo, Balqies Sadoun, Ricky Y. K. Kwok, Joint Computing and Caching in 5G-Envisioned Internet of Vehicles: A Deep Reinforcement Learning-Based Traffic Control System, IEEE Transactions on Intelligent Transportation Systems, 22(8)(2020), 5201-5212.

30. Mi Li, Lei Cao, Qian Zhai, Peng Li, Sa Liu, Richeng Li, Lei Feng, Gang Wang, Bin Hu, Shengfu Lu, Method of Depression Classification Based on Behavioral and Physiological Signals of Eye Movement, Complexity, (2020), 4174857.

31. Jie Li, Jinsong Wu, Bin Hu, Chonggang Wang, Mahmoud Daneshmand, Reza Malekian, Big Data and Artificial Intelligence for Network Technologies Guest Editorial, IEEE Transactions on Network Science and Engineering, 7(1)(2020), 1-2.

32. Xiaowei Li, Rong La, Ying Wang, Bin Hu* and Xuemin Zhang, A Deep Learning Approach for Mild Depression Recognition Based on Functional Connectivity using Electroencephalography, Frontiers in Neuroscience, 14(2020), 192.

33. Jie Li, Jinsong Wu, Bin Hu*, Chonggang Wang, Mahmoud Daneshmand, Reza Malekian, Introduction to the Especial Section on Big Data and Artificial Intelligence for Network Technologies, IEEE Computer Society, 7(1)(2020), 1-2.

34. Xiaojie Wang, Yufan Feng, Zhaolong Ning, Xiping Hu, Xiangjie Kong, Bin Hu, Yi Guo, A Collective Filtering Based Content Transmission Scheme in Edge of Vehicles, Information Sciences, 506(2020), 161-173.

35. Shan Li, Yongchao Li, Ying Zou, Lin Yang, Yin Wang, Zhijun Yao, Bin* Hu, Brain Abnormalities of Depression Based on Multimodal Imaging, Chinese Journal of Intelligent Science and Technology, 2(2)(2020), 116-125.