Contents

vCGG: Virtual-node Based Spatial Graph Grammar Formalism LIU Yu-Feng, YANG Fan Published December 06, 2021 (15 pages) 2021,32(12):3669-3683 [Abstract(2289)]  [View PDF(4295)1.71 M]

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Reinforcement Learning Heuristic Algorithm for Solving the Two-dimensional Strip Packing Problem YANG Ming-Gang, CHEN Meng-Fan, YANG Shuang-Yuan, ZHANG De-Fu Published December 06, 2021 (17 pages) 2021,32(12):3684-3697 [Abstract(3237)]  [View PDF(6943)1.42 M]

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Open Source Community Review Process Measurement System and Its Empirical Research JIANG Jing, WU Qiu-Di, ZHANG Li Published December 06, 2021 (12 pages) 2021,32(12):3698-3709 [Abstract(1598)]  [View PDF(3745)1.18 M]

Automated Refactoring Approach for Fine-grained Lock Based on Pushdown Automaton ZHANG Yang, SHAO Shuai, ZHANG Dong-Wen Published December 06, 2021 (18 pages) 2021,32(12):3710-3727 [Abstract(1599)]  [View PDF(4905)1.15 M]

SSRules: Make it Easier to Write and Check Automation Rules for Smart Home Systems WANG Bo, ZHANG Yu, GENG Jia-Ning, LI Xiang-Yang Published December 06, 2021 (23 pages) 2021,32(12):3728-3750 [Abstract(2107)]  [View PDF(5620)2.68 M]

GAT2VEC-based Web Service Classification Method XIAO Yong, LIU Jian-Xun, HU Rong, CAO Bu-Qing, CAO Ying-Cheng Published December 06, 2021 (17 pages) 2021,32(12):3751-3767 [Abstract(1397)]  [View PDF(3591)2.12 M]

Green Heterogeneous Scheduling Algorithm Through Deep Integration of Hardware and Software Energy Saving Principles WANG Jing-Lian, GONG Bin, LIU Hong, LI Shao-Hui Published December 06, 2021 (14 pages) 2021,32(12):3768-3781 [Abstract(1367)]  [View PDF(3545)1.72 M]

Corpus Construction for Chinese Zero Anaphora from Discourse Perspective KONG Fang, GE Hai-Zhu, ZHOU Guo-Dong Published December 06, 2021 (20 pages) 2021,32(12):3782-3801 [Abstract(1394)]  [View PDF(3585)1.93 M]

Deep Generative Neural Networks Based on Real-valued RBM with Auxiliary Hidden Units ZHANG Jian, DING Shi-Fei, DING Ling, ZHANG Cheng-Long Published December 06, 2021 (12 pages) 2021,32(12):3802-3813 [Abstract(1469)]  [View PDF(3305)1.70 M]

Diversity Based Surrogate-assisted Evolutionary Algorithm for Expensive Multi-objective Optimization Problem SUN Zhe-Ren, HUANG Yu-Hua, CHEN Zhi-Yuan Published December 06, 2021 (15 pages) 2021,32(12):3814-3828 [Abstract(1837)]  [View PDF(4482)1.57 M]

Case-related Public Opinion Summarization Method Based on Graph Convolution of Sentence Association Graph with Case Elements HAN Peng-Yu, YU Zheng-Tao, GAO Sheng-Xiang, HUANG Yu-Xin, GUO Jun-Jun Published December 06, 2021 (10 pages) 2021,32(12):3829-3838 [Abstract(1279)]  [View PDF(3355)1.37 M]

Passenger Demand Forecast Model Based on Deformable Convolution Spatial-temporal Network YU Rui-Yun, LIN Fu-Yu, GAO Ning-Wei, LI Jie Published December 06, 2021 (13 pages) 2021,32(12):3839-3851 [Abstract(1727)]  [View PDF(4414)1.93 M]

Recommendation Approach Based on Attentive Federated Distillation CHEN Ming, ZHANG Lei, MA Tian-Yi Published December 06, 2021 (17 pages) 2021,32(12):3852-3868 [Abstract(1779)]  [View PDF(4764)1.84 M]

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Emotion Classification of Spatiotemporal EEG Features Using Hybrid Neural Networks CHEN Jing-Xia, HAO Wei, ZHANG Peng-Wei, MIN Chong-Dan, LI Yue-Chen Published December 06, 2021 (15 pages) 2021,32(12):3869-3883 [Abstract(3146)]  [View PDF(5392)682.07 K]

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Incremental Data Sampling Method Using Affinity Propagation with Dynamic Weighting CHEN Xiao-Qi, XIE Zhen-Ping, LIU Yuan, ZHAN Qian-Yi Published December 06, 2021 (17 pages) 2021,32(12):3884-3900 [Abstract(1181)]  [View PDF(3360)2.06 M]

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Publicly Verifiable Outsourced Database with Full Delegations ZHOU Bo-Yang, CHEN Chun-Yu, WANG Qiang, ZHOU Fu-Cai Published December 06, 2021 (17 pages) 2021,32(12):3901-3916 [Abstract(1730)]  [View PDF(3879)762.69 K]

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Deep Matrix Factorization Recommendation Algorithm TIAN Zhen, PAN La-Mei, YIN Pu, WANG Rui Published December 06, 2021 (12 pages) 2021,32(12):3917-3928 [Abstract(2188)]  [View PDF(4711)2.01 M]

Privacy Preserving Frequent Pattern Mining Based on Grouping Randomization GUO Yu-Hong, TONG Yun-Hai, SU Yan-Qing Published December 06, 2021 (16 pages) 2021,32(12):3929-3944 [Abstract(1369)]  [View PDF(3853)1.58 M]

Function Delivery Network: Container-based Smart Edge Computing Platform YANG Shu, CHEN Zi-Teng, CUI Lai-Zhong, MING Zhong-Xing, CHENG Lu, TANG Xiao-Lin, XIAO Wei Published December 06, 2021 (15 pages) 2021,32(12):3945-3959 [Abstract(1704)]  [View PDF(4763)1.68 M]

Prediction of the Efficacy of Radiotherapy and Chemotherapy for Cervical Squamous Cell Carcinoma Based on Random Forests DENG Cheng-Long, GUAN Bei, LIU De-Feng, LIU Lan-Xiang, SHI Qing-Lei, WANG Hao-Ran, WANG Yong-Ji Published December 06, 2021 (17 pages) 2021,32(12):3960-3976 [Abstract(1438)]  [View PDF(3619)2.01 M]

Low-light Image Enhancement Method Based on MDARNet JIANG Ze-Tao, QIN Lu-Lu, QIN Jia-Qi, ZHANG Shao-Qin Published December 06, 2021 (15 pages) 2021,32(12):3977-3991 [Abstract(1563)]  [View PDF(4829)3.01 M]

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One-shot Video-based Person Re-identification Based on Neighborhood Center Iteration Strategy ZHANG Yun-Peng, WANG Hong-Yuan, ZHANG Ji, CHEN Li, WU Lin-Yu, GU Jia-Hui, CHEN Qiang Published December 06, 2021 (10 pages) 2021,32(12):4025-4035 [Abstract(2172)]  [View PDF(3581)606.74 K]

Review Articles

Survey on RISC-V System Architecture Research LIU Chang, WU Yan-Jun, WU Jing-Zheng, ZHAO Chen Published December 06, 2021 (33 pages) 2021,32(12):3992-4024 [Abstract(5729)]  [View PDF(15167)3.30 M]