Core Journal of China
CSTPCD Journal
10 August 2024, Volume 44 Issue 8
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Artificial intelligence
Personalized federated learning method based on dual stream neural network
Zheyuan SHEN, Keke YANG, Jing LI
2024, 44(8):  2319-2325. 
DOI: 10.11772/j.issn.1001-9081.2023081207
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Semi-supervised object detection framework guided by curriculum learning
Yingjun ZHANG, Niuniu LI, Binhong XIE, Rui ZHANG, Wangdong LU
2024, 44(8):  2326-2333. 
DOI: 10.11772/j.issn.1001-9081.2023081062
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Proximal policy optimization algorithm based on clipping optimization and policy guidance
Yi ZHOU, Hua GAO, Yongshen TIAN
2024, 44(8):  2334-2341. 
DOI: 10.11772/j.issn.1001-9081.2023081079
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Rumor detection by fusing ambiguity in comment sequences and generating user privacy features
Wenfan MENG, Lihua ZHOU, Xiaoxu WANG
2024, 44(8):  2342-2350. 
DOI: 10.11772/j.issn.1001-9081.2023081176
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Personalized exercise recommendation based on cognitive diagnosis
Yike HAN, Bin XU, Shuo ZHANG
2024, 44(8):  2351-2356. 
DOI: 10.11772/j.issn.1001-9081.2023081205
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Session-based recommendation based on graph co-occurrence enhanced multi-layer perceptron
Tingjie TANG, Jiajin HUANG, Jin QIN, Hui LU
2024, 44(8):  2357-2364. 
DOI: 10.11772/j.issn.1001-9081.2023081063
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Purchase behavior prediction model based on two-stage dynamic interest recognition
Chunxue ZHANG, Liqing QIU, Cheng’ai SUN, Caixia JING
2024, 44(8):  2365-2371. 
DOI: 10.11772/j.issn.1001-9081.2023081201
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Age estimation method combining improved CloFormer model and ordinal regression
Shuai FU, Xiaoying GUO, Ruyi BAI, Tao YAN, Bin CHEN
2024, 44(8):  2372-2380. 
DOI: 10.11772/j.issn.1001-9081.2023081199
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Consistency preserving age estimation method by ensemble ranking
Chun SUN, Chunlong HU, Shucheng HUANG
2024, 44(8):  2381-2386. 
DOI: 10.11772/j.issn.1001-9081.2023081173
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Multimodal sentiment analysis network with self-supervision and multi-layer cross attention
Kaipeng XUE, Tao XU, Chunjie LIAO
2024, 44(8):  2387-2392. 
DOI: 10.11772/j.issn.1001-9081.2023081209
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Sentiment classification model of psychological counseling text based on attention over attention mechanism
Yuqing WANG, Guangli ZHU, Wenjie DUAN, Shuyu LI, Ruotong ZHOU
2024, 44(8):  2393-2399. 
DOI: 10.11772/j.issn.1001-9081.2023081168
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Fusion of coordinate and multi-head attention mechanisms for interactive speech emotion recognition
Pengqi GAO, Heming HUANG, Yonghong FAN
2024, 44(8):  2400-2406. 
DOI: 10.11772/j.issn.1001-9081.2023081160
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Construction method of voiceprint library based on multi-scale frequency-channel attention fusion
Tong CHEN, Fengyu YANG, Yu XIONG, Hong YAN, Fuxing QIU
2024, 44(8):  2407-2413. 
DOI: 10.11772/j.issn.1001-9081.2023081276
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Multivariate controllable text generation based on diffusion sequences
Chenyang LI, Long ZHANG, Qiusheng ZHENG, Shaohua QIAN
2024, 44(8):  2414-2420. 
DOI: 10.11772/j.issn.1001-9081.2023081137
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Relation extraction between discipline knowledge entities based on improved piecewise convolutional neural network and knowledge distillation
Yubo ZHAO, Liping ZHANG, Sheng YAN, Min HOU, Mao GAO
2024, 44(8):  2421-2429. 
DOI: 10.11772/j.issn.1001-9081.2023081065
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Aspect-opinion pair extraction of new energy vehicle complaint text based on context enhancement
Caiqin WANG, Yuhao ZHOU, Shunxiang ZHANG, Yanhui WANG, Xiaolong WANG
2024, 44(8):  2430-2436. 
DOI: 10.11772/j.issn.1001-9081.2023081167
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Help-seeking information extraction model for flood event in social media data
Huanliang SUN, Siyi WANG, Junling LIU, Jingke XU
2024, 44(8):  2437-2445. 
DOI: 10.11772/j.issn.1001-9081.2023081080
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Data science and technology
Temporal shortest path counting query algorithm based on tree decomposition
Yuan LI, Qiulan LIN, Anzhi CHEN, Guoli YANG, Wei SONG, Guoren WANG
2024, 44(8):  2446-2454. 
DOI: 10.11772/j.issn.1001-9081.2023081128
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Top-K optimal route query problem with keyword search support
Haoyu ZHAO, Ziqiang YU, Xiaomeng CHEN, Guoxiang CHEN, Hui ZHU, Bohan LI
2024, 44(8):  2455-2465. 
DOI: 10.11772/j.issn.1001-9081.2023081267
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Oversampling method for imbalanced data based on sample potential and noise evolution
Qiangkui LENG, Xuezi SUN, Xiangfu MENG
2024, 44(8):  2466-2475. 
DOI: 10.11772/j.issn.1001-9081.2023081145
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Automatic international classification of disease coding method incorporating heterogeneous information
Quanmei ZHANG, Runping HUANG, Fei TENG, Haibo ZHANG, Nan ZHOU
2024, 44(8):  2476-2482. 
DOI: 10.11772/j.issn.1001-9081.2023081166
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Cyber security
Graph data generation approach for graph neural network model extraction attacks
Ying YANG, Xiaoyan HAO, Dan YU, Yao MA, Yongle CHEN
2024, 44(8):  2483-2492. 
DOI: 10.11772/j.issn.1001-9081.2023081110
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Class-imbalanced traffic abnormal detection based on 1D-CNN and BiGRU
Hong CHEN, Bing QI, Haibo JIN, Cong WU, Li’ang ZHANG
2024, 44(8):  2493-2499. 
DOI: 10.11772/j.issn.1001-9081.2023081112
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Dynamic ciphertext sorting and retrieval scheme based on blockchain
Xiaoling SUN, Danhui WANG, Shanshan LI
2024, 44(8):  2500-2505. 
DOI: 10.11772/j.issn.1001-9081.2023081114
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Network and communications
Application of improved hunter-prey optimization algorithm in WSN coverage
Le YANG, Damin ZHANG, Qing HE, Jiaxin DENG, Fengqin ZUO
2024, 44(8):  2506-2513. 
DOI: 10.11772/j.issn.1001-9081.2023081208
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Channel estimation method for low earth orbit satellite MIMO-OTFS system based on improved generalized orthogonal matching pursuit
Fang LEI, Yongcai NIU
2024, 44(8):  2514-2520. 
DOI: 10.11772/j.issn.1001-9081.2023081170
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Adversarial sample attack algorithm of modulation signal based on equalization of feature gradient
Rui SHI, Yong LI, Yanhan ZHU
2024, 44(8):  2521-2527. 
DOI: 10.11772/j.issn.1001-9081.2023081165
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Computer software technology
Coverage-guided fuzzing based on adaptive sensitive region mutation
Hang XU, Zhi YANG, Xingyuan CHEN, Bing HAN, Xuehui DU
2024, 44(8):  2528-2535. 
DOI: 10.11772/j.issn.1001-9081.2023081177
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Architecture design of data fusion pipeline for unmanned systems
Yi LIU, Guoli YANG, Qibin ZHENG, Xiang LI, Yangsen ZHOU, Depeng CHEN
2024, 44(8):  2536-2543. 
DOI: 10.11772/j.issn.1001-9081.2023081184
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Multimedia computing and computer simulation
Review of end-to-end person search algorithms based on images
Cui WANG, Miaolei DENG, Dexian ZHANG, Lei LI, Xiaoyan YANG
2024, 44(8):  2544-2550. 
DOI: 10.11772/j.issn.1001-9081.2023081195
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Video pedestrian anomaly detection method based on skeleton graph and mixed attention
Yuhan LIU, Genlin JI, Hongping ZHANG
2024, 44(8):  2551-2557. 
DOI: 10.11772/j.issn.1001-9081.2023081157
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Correlation filtering based target tracking with nonlinear temporal consistency
Wentao JIANG, Wanxuan LI, Shengchong ZHANG
2024, 44(8):  2558-2570. 
DOI: 10.11772/j.issn.1001-9081.2023081121
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Image denoising network based on local and global feature decoupling
Yuwei DING, Hongbo SHI, Jie LI, Min LIANG
2024, 44(8):  2571-2579. 
DOI: 10.11772/j.issn.1001-9081.2023081131
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Logo detection algorithm based on improved YOLOv5
Yeheng LI, Guangsheng LUO, Qianmin SU
2024, 44(8):  2580-2587. 
DOI: 10.11772/j.issn.1001-9081.2023081113
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Low illumination face detection based on image enhancement
Zhonghua LI, Yunqi BAI, Xuejin WANG, Leilei HUANG, Chujun LIN, Shiyu LIAO
2024, 44(8):  2588-2594. 
DOI: 10.11772/j.issn.1001-9081.2023081198
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Industrial defect detection method with improved masked autoencoder
Kaili DENG, Weibo WEI, Zhenkuan PAN
2024, 44(8):  2595-2603. 
DOI: 10.11772/j.issn.1001-9081.2023081122
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Ultrasound carotid plaque segmentation method based on semi-supervision and multi-scale cascaded attention
Chenqian LI, Jun LIU
2024, 44(8):  2604-2610. 
DOI: 10.11772/j.issn.1001-9081.2023081197
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Single-channel speech enhancement based on multi-channel information aggregation and collaborative decoding
Shangbin MO, Wenjun WANG, Ling DONG, Shengxiang GAO, Zhengtao YU
2024, 44(8):  2611-2617. 
DOI: 10.11772/j.issn.1001-9081.2023081141
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Frontier and comprehensive applications
Traffic flow forecasting via spatial-temporal multi-graph fusion
Yanjie GU, Yingjun ZHANG, Xiaoqian LIU, Wei ZHOU, Wei SUN
2024, 44(8):  2618-2625. 
DOI: 10.11772/j.issn.1001-9081.2023081226
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Multi-robot path following and formation based on deep reinforcement learning
Haodong HE, Hao FU, Qiang WANG, Shuai ZHOU, Wei LIU
2024, 44(8):  2626-2633. 
DOI: 10.11772/j.issn.1001-9081.2023081120
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Credit card fraud detection model based on graph attention Transformation neural network
Fan YANG, Yao ZOU, Mingzhi ZHU, Zhenwei MA, Dawei CHENG, Changjun JIANG
2024, 44(8):  2634-2642. 
DOI: 10.11772/j.issn.1001-9081.2023081153
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Multi-granularity abrupt change fitting network for air quality prediction
Qianhong SHI, Yan YANG, Yongquan JIANG, Xiaocao OUYANG, Wubo FAN, Qiang CHEN, Tao JIANG, Yuan LI
2024, 44(8):  2643-2650. 
DOI: 10.11772/j.issn.1001-9081.2023081169
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