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10 September 2025, Volume 45 Issue 9
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Artificial intelligence
Review of open set domain adaptation
Chuang WANG, Lu YU, Jianwei CHEN, Cheng PAN, Wenbo DU
2025, 45(9):  2727-2736. 
DOI: 10.11772/j.issn.1001-9081.2024091277
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Survey of statistical heterogeneity in federated learning
Hao YU, Jing FAN, Yihang SUN, Hua DONG, Enkang XI
2025, 45(9):  2737-2746. 
DOI: 10.11772/j.issn.1001-9081.2024091316
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Learning behavior boosted knowledge tracing model
Wei ZHANG, Zhongwei GONG, Zhixin LI, Peihua LUO, Lingling SONG
2025, 45(9):  2747-2754. 
DOI: 10.11772/j.issn.1001-9081.2024081153
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Dual imputation based incomplete multi-view metric learning
Penghuan QU, Wei WEI, Jing YAN, Feng WANG
2025, 45(9):  2755-2763. 
DOI: 10.11772/j.issn.1001-9081.2024081232
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Emotion recognition method compatible with missing modal reasoning
Bing YIN, Zhenhua LING, Yin LIN, Changfeng XI, Ying LIU
2025, 45(9):  2764-2772. 
DOI: 10.11772/j.issn.1001-9081.2024091262
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Multi-scale feature fusion sentiment classification based on bidirectional cross attention
Yiming LIANG, Jing FAN, Wenze CHAI
2025, 45(9):  2773-2782. 
DOI: 10.11772/j.issn.1001-9081.2024081193
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Judgment document summarization method combining large language model and dynamic prompts
Binbin ZHANG, Yongbin QIN, Ruizhang HUANG, Yanping CHEN
2025, 45(9):  2783-2789. 
DOI: 10.11772/j.issn.1001-9081.2024091393
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Named entity recognition for sensitive information based on data augmentation and residual networks
Li LI, Han SONG, Peihe LIU, Hanlin CHEN
2025, 45(9):  2790-2797. 
DOI: 10.11772/j.issn.1001-9081.2024081143
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Nested named entity recognition model for wind power equipment based on differential boundary enhancement
Dengran REN, Shuying WANG
2025, 45(9):  2798-2805. 
DOI: 10.11772/j.issn.1001-9081.2024081159
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Data science and technology
Multivariate time series prediction method combining local and global correlation
Xiang WANG, Zhixiang CHEN, Guojun MAO
2025, 45(9):  2806-2816. 
DOI: 10.11772/j.issn.1001-9081.2024091267
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Genetic algorithm-based community hiding method in attribute networks
Bohan ZHANG, Le LYU, Junchang JING, Dong LIU
2025, 45(9):  2817-2826. 
DOI: 10.11772/j.issn.1001-9081.2024081158
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Knowledge-aware recommendation model combining denoising strategy and multi-view contrastive learning
Chao LIU, Yanhua YU
2025, 45(9):  2827-2837. 
DOI: 10.11772/j.issn.1001-9081.2024081225
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Multi-source heterogeneous data analysis method combining deep learning and tensor decomposition
Hongjun ZHANG, Gaojun PAN, Hao YE, Yubin LU, Yiheng MIAO
2025, 45(9):  2838-2847. 
DOI: 10.11772/j.issn.1001-9081.2024081178
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Cyber security
Research advances in blockchain consensus mechanisms and improvement algorithms
Wei GAO, Lihua LIU, Bintao HE, Fang’an DENG
2025, 45(9):  2848-2864. 
DOI: 10.11772/j.issn.1001-9081.2024101420
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Blockchain covert communication method based on contract call concealment
Wei SHE, Tianxiang MA, Haige FENG, Zhao TIAN, Wei LIU
2025, 45(9):  2865-2872. 
DOI: 10.11772/j.issn.1001-9081.2024091282
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Blockchain-based identity management system for internet of things
Sheping ZHAI, Pengju ZHU, Rui YANG, Jiayiteng LIU
2025, 45(9):  2873-2881. 
DOI: 10.11772/j.issn.1001-9081.2024081231
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Verifiable searchable encryption scheme of fine-grained result by designated tester in cloud
Runyu YAN, Rui GUO, Yongbo YAN, Guangjun LIU
2025, 45(9):  2882-2892. 
DOI: 10.11772/j.issn.1001-9081.2024081223
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Pseudo random number generator based on LSTM and separable self-attention mechanism
Yilin DENG, Fajiang YU
2025, 45(9):  2893-2901. 
DOI: 10.11772/j.issn.1001-9081.2024091345
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Advanced computing
Cloud-edge collaborative data storage and retrieval architecture for industrial scenarios
Xuecheng QIN, Chunyan LIU, Bao LI, Yunlong ZHAO
2025, 45(9):  2902-2912. 
DOI: 10.11772/j.issn.1001-9081.2024070993
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PCIe bus transmission bandwidth optimization in embedded heterogeneous intelligent computing system
Xubang YU, Jiwen WU, Hong XIA, Hao MO, Erhu ZHAO
2025, 45(9):  2913-2918. 
DOI: 10.11772/j.issn.1001-9081.2024091299
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Attribute reduction of fuzzy relation decision systems with two universes
Xu LI, Zhanwei CHEN, Ruibo DONG, Juan LI
2025, 45(9):  2919-2925. 
DOI: 10.11772/j.issn.1001-9081.2024091312
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Association rule extraction method based on triadic fuzzy linguistic formal context
Huaizhe ZHAO, Zheng YANG, Li ZOU, Yi LIU
2025, 45(9):  2926-2933. 
DOI: 10.11772/j.issn.1001-9081.2024081152
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Novel message passing network for neural Boolean satisfiability problem solver
Yonghao LIANG, Jinlong LI
2025, 45(9):  2934-2940. 
DOI: 10.11772/j.issn.1001-9081.2024091362
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Multimedia computing and computer simulation
Dynamic dictionary learning based spatio-spectral fusion for noisy hyper-spectral images
Jing YANG, Jianbin ZHAO, Lu CHEN, Haotian CHI, Tao YAN, Bin CHEN
2025, 45(9):  2941-2948. 
DOI: 10.11772/j.issn.1001-9081.2025040411
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SAR and visible image fusion based on residual Swin Transformer
Jin LI, Liqun LIU
2025, 45(9):  2949-2956. 
DOI: 10.11772/j.issn.1001-9081.2024081166
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Speech enhancement network driven by complex frequency attention and multi-scale frequency enhancement
Jinggang LYU, Shaorui PENG, Shuo GAO, Jin ZHOU
2025, 45(9):  2957-2965. 
DOI: 10.11772/j.issn.1001-9081.2025030268
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Noise and semantic prior guided low-light image enhancement algorithm
Xuejin WANG, Leilei HUANG, Zhenhui ZHONG
2025, 45(9):  2966-2974. 
DOI: 10.11772/j.issn.1001-9081.2024081187
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Semi-supervised image dehazing algorithm based on teacher-student learning
Panfeng JING, Yudong LIANG, Chaowei LI, Junru GUO, Jinyu GUO
2025, 45(9):  2975-2983. 
DOI: 10.11772/j.issn.1001-9081.2024091382
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Few-shot object detection algorithm based on new category feature enhancement and metric mechanism
Jiaxiang ZHANG, Xiaoming LI, Jiahui ZHANG
2025, 45(9):  2984-2992. 
DOI: 10.11772/j.issn.1001-9081.2024081146
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Contextual semantic representation and pixel relationship correction for few-shot object detection
Lili WEI, Lirong YAN, Xiaofen TANG
2025, 45(9):  2993-3002. 
DOI: 10.11772/j.issn.1001-9081.2024081227
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Point cloud classification and segmentation network based on dual attention mechanism and multi-scale fusion
Weigang LI, Jiale SHAO, Zhiqiang TIAN
2025, 45(9):  3003-3010. 
DOI: 10.11772/j.issn.1001-9081.2024091254
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Adversarial sample embedded attention U-Net for 3D medical image segmentation
Zhixiong XU, Bo LI, Xiaoyong BIAN, Qiren HU
2025, 45(9):  3011-3016. 
DOI: 10.11772/j.issn.1001-9081.2024081134
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Medical image segmentation network with content-guided multi-angle feature fusion
Fang WANG, Jing HU, Rui ZHANG, Wenting FAN
2025, 45(9):  3017-3025. 
DOI: 10.11772/j.issn.1001-9081.2024081188
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Frontier and comprehensive applications
Trajectory tracking algorithm for mobile robots based on geometric model predictive control
Songjian GU, Fuxiang WU, Xiangyang GAO, Mengjie YANG, Yibing ZHAN, Jun CHENG
2025, 45(9):  3026-3035. 
DOI: 10.11772/j.issn.1001-9081.2024091273
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Action recognition algorithm for ADHD patients using skeleton and 3D heatmap
Chao SHI, Yuxin ZHOU, Qian FU, Wanyu TANG, Ling HE, Yuanyuan LI
2025, 45(9):  3036-3044. 
DOI: 10.11772/j.issn.1001-9081.2024091304
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Sleep apnea detection based on universal wristband
Jinyang HUANG, Fengqi CUI, Changxiu MA, Wendong FAN, Meng LI, Jingyu LI, Xiao SUN, Linsheng HUANG, Zhi LIU
2025, 45(9):  3045-3056. 
DOI: 10.11772/j.issn.1001-9081.2024081234
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Customer churn prediction model integrating hierarchical graph neural network and specific feature learning
Yanqun LU, Yiyi ZHAO
2025, 45(9):  3057-3066. 
DOI: 10.11772/j.issn.1001-9081.2025020202
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Honorary Editor-in-Chief: ZHANG Jingzhong
Editor-in-Chief: XU Zongben
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