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Passive-Aggressive Learning with Feature Evolvable Streams
Liu Yanfang, Li Wenbin, Gao Yang
2021, 58(8): 1575-1585. DOI: 10.7544/issn1000-1239.2021.20210330
Abstract PDF
Deep Intelligent Ant Colony Optimization for Solving Travelling Salesman Problem
Wang Yuan, Chen Ming, Xing Lining, Wu Yahui, Ma Wubin, Zhao Hong
2021, 58(8): 1586-1598. DOI: 10.7544/issn1000-1239.2021.20210320
Abstract PDF
Knowledge Hypergraph Link Prediction Model Based on Tensor Decomposition
Wang Peiyan, Duan Lei, Guo Zhengshan, Jiang Weipeng, Zhang Yidan
2021, 58(8): 1599-1611. DOI: 10.7544/issn1000-1239.2021.20210315
Abstract PDF
Position-Aware Network Representation Learning via K-Step Mutual Information Estimation
Chu Xiaokai, Fan Xinxin, Bi Jingping
2021, 58(8): 1612-1623. DOI: 10.7544/issn1000-1239.2021.20210321
Abstract PDF
Dynamic Heterogeneous Network Embedding Based on Non-Decreasing Temporal Random Walk
Guo Jiawen, Bai Qijie, Lin Zhutian, Song Chunyao, Yuan Xiaojie
2021, 58(8): 1624-1641. DOI: 10.7544/issn1000-1239.2021.20210317
Abstract PDF
Gene Sequence Representation Learning Based on Virus Transmission Network
Ma Yang, Liu Zeyi, Liang Xingxing, Cheng Guangquan, Yang Fangjie, Cheng Qing, Liu Zhong
2021, 58(8): 1642-1654. DOI: 10.7544/issn1000-1239.2021.20210287
Abstract PDF
Multimodal Adversarial Learning Based Unsupervised Time Series Anomaly Detection
Huang Xunhua, Zhang Fengbin, Fan Haoyi, Xi Liang
2021, 58(8): 1655-1667. DOI: 10.7544/issn1000-1239.2021.20201037
Abstract PDF
Software Vulnerability Detection Method Based on Code Property Graph and Bi-GRU
Xiao Tianming, Guan Jianbo, Jian Songlei, Ren Yi, Zhang Jianfeng, Li Bao
2021, 58(8): 1668-1685. DOI: 10.7544/issn1000-1239.2021.20210297
Abstract PDF
Butterfly Species Identification from Natural Environment Based on Improved RetinaNet
Xie Juanying, Lu Yinyuan, Kong Weixuan, Xu Shengquan
2021, 58(8): 1686-1704. DOI: 10.7544/issn1000-1239.2021.20210283
Abstract PDF
Deep Interactive Image Segmentation Based on Fusion Multi-Scale Annotation Information
Ding Zongyuan, Sun Quansen, Wang Tao, Wang Hongyuan
2021, 58(8): 1705-1717. DOI: 10.7544/issn1000-1239.2021.20210195
Abstract PDF
Parallel Attention Based UNet for Crack Detection
Liu Fan, Wang Junfeng, Chen Zhiyu, Xu Feng
2021, 58(8): 1718-1726. DOI: 10.7544/issn1000-1239.2021.20210335
Abstract PDF
Survey of Adversarial Attack, Defense and Robustness Analysis for Natural Language Processing
Zheng Haibin, Chen Jinyin, Zhang Yan, Zhang Xuhong, Ge Chunpeng, Liu Zhe, Ouyang Yike, Ji Shouling
2021, 58(8): 1727-1750. DOI: 10.7544/issn1000-1239.2021.20210304
Abstract PDF
Siamese BERT-Networks Based Classification Mapping of Scientific and Technological Literature
He Xianmin, Li Maoxi, He Yanqing
2021, 58(8): 1751-1760. DOI: 10.7544/issn1000-1239.2021.20210323
Abstract PDF
Pretraining Financial Language Model with Multi-Task Learning for Financial Text Mining
Liu Zhuang, Liu Chang, Wayne Lin, Zhao Jun
2021, 58(8): 1761-1772. DOI: 10.7544/issn1000-1239.2021.20210298
Abstract PDF
Webpage Fingerprinting Identification on Tor: A Survey
Sun Xueliang, Huang Anxin, Luo Xiapu, Xie Yi
2021, 58(8): 1773-1788. DOI: 10.7544/issn1000-1239.2021.20200498
Abstract PDF
Optimal Strategy of Moving Target Defense Based on Differential Game
Sun Yan, Ji Weifeng, Weng Jiang, Zhao Beiying
2021, 58(8): 1789-1800. DOI: 10.7544/issn1000-1239.2021.20200524
Abstract PDF
A Double PUF-Based RFID Authentication Protocol
Li Tao, Liu Yali
2021, 58(8): 1801-1810. DOI: 10.7544/issn1000-1239.2021.20200477
Abstract PDF
A Hierarchical Knowledge Based Topic Recommendation Method in Public Opinion Scenario
Shi Cunhui, Hu Yaokang, Feng Bin, Zhang Jin, Yu Xiaoming, Liu Yue, Cheng Xueqi
2021, 58(8): 1811-1819. DOI: 10.7544/issn1000-1239.2021.20190749
Abstract PDF
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