Volume 31,Issue 4,2020 Table of ContentsDownload Contents
非经典条件下的机器学习方法专题前言高新波,黎铭,李天瑞Published April 06, 2020 (3 pages)2020,31(4):909-911 [Abstract(1467)] [View PDF(2398)388.91 K]Concept Drift Detection Method Based on Online Performance TestGUO Hu-Sheng, ZHANG Ai-Juan, WANG Wen-JianPublished April 06, 2020 (16 pages)2020,31(4):932-947 [Abstract(2015)] [View PDF(3028)1.69 M]Novel Deep Reinforcement Learning Algorithm Based on Attention-based Value Function and Autoregressive Environment ModelLIANG Xing-Xing, FENG Yang-He, HUANG Jin-Cai, WANG Qi, MA Yang, LIU ZhongPublished April 06, 2020 (19 pages)2020,31(4):948-966 [Abstract(2896)] [View PDF(6689)2.18 M]Cooperative Prediction Method Based on Dynamic and Static Representation for CrowdfundingZHANG Kai, ZHAO Hong-Ke, LIU Qi, PAN Zhen, CHEN En-HongPublished April 06, 2020 (14 pages)2020,31(4):967-980 [Abstract(2016)] [View PDF(4384)1.59 M]Weakly Supervised Learning Framework Based on k Labeled SamplesFU Zhi, WANG Hong-Jun, LI Tian-Rui, TENG Fei, ZHANG JiPublished April 06, 2020 (10 pages)2020,31(4):981-990 [Abstract(2314)] [View PDF(3334)1.09 M]Similar Manifold Learning Based on Selective Cluster Ensemble for Image ClusteringLUO Xiao-Hui, LI Fan-Zhang, ZHANG Li, GAO Jia-JunPublished April 06, 2020 (11 pages)2020,31(4):991-1001 [Abstract(1952)] [View PDF(3930)1.24 M]Conditional Graphical Generative Adversarial NetworksLI Chong-Xuan, ZHU Jun, ZHANG BoPublished April 06, 2020 (7 pages)2020,31(4):1002-1008 [Abstract(1866)] [View PDF(3103)868.40 K]Spectral Clustering Based Unsupervised Feature Selection AlgorithmsXIE Juan-Ying, DING Li-Juan, WANG Ming-ZhaoPublished April 06, 2020 (16 pages)2020,31(4):1009-1024 [Abstract(2263)] [View PDF(4530)2.26 M]Distant Supervision Neural Network Relation Extraction Base on Noisy ObservationYE Yu-Xin, XUE Huan, WANG Lu, OUYANG Dan-TongPublished April 06, 2020 (14 pages)2020,31(4):1025-1038 [Abstract(1999)] [View PDF(3903)1.45 M]Model Parameter Re-optimization for Linear Hashing Based on Similarity DriveNIE Xiu-Shan, LIU Xing-Bo, XI Xiao-Ming, YIN Yi-LongPublished April 06, 2020 (12 pages)2020,31(4):1039-1050 [Abstract(2075)] [View PDF(2965)1.45 M]Individual Convergence of NAG with Biased Gradient in Nonsmooth CasesLIU Yu-Xiang, CHENG Yu-Jia, TAO QingPublished April 06, 2020 (12 pages)2020,31(4):1051-1062 [Abstract(1917)] [View PDF(2907)1.36 M]Rule Inference Network Model for ClassificationHUANG De-Gen, ZHANG Yun-Xia, LIN Hong-Mei, ZOU Li, LIU ZhuangPublished April 06, 2020 (16 pages)2020,31(4):1063-1078 [Abstract(2624)] [View PDF(3569)1.62 M]Multi-label Text Classification Method Based on Label Semantic InformationXIAO Lin, CHEN Bo-Li, HUANG Xin, LIU Hua-Feng, JING Li-Ping, YU JianPublished April 06, 2020 (11 pages)2020,31(4):1079-1089 [Abstract(3355)] [View PDF(6197)1.24 M]Integrating Latent Item-item Complementarity with Personalized Recommendation SystemsSHAO Ying-Wei, ZHANG Min, MA Wei-Zhi, WANG Chen-Yang, LIU Yi-Qun, MA Shao-PingPublished April 06, 2020 (11 pages)2020,31(4):1090-1100 [Abstract(2383)] [View PDF(4298)1.17 M]Graph Convolutional Network for Recommender SystemsGE Yao, CHEN Song-CanPublished April 06, 2020 (12 pages)2020,31(4):1101-1112 [Abstract(3373)] [View PDF(4696)1.34 M]NP-completeness of d-regular (k,s)-SAT ProblemFU Zu-Feng, XU Dao-YunPublished April 06, 2020 (11 pages)2020,31(4):1113-1123 [Abstract(1437)] [View PDF(2617)1.16 M]Active Learning Approach for Crowdsourcing-enhanced Data CleaningYE Chen, WANG Hong-Zhi, GAO Hong, LI Jian-ZhongPublished April 06, 2020 (11 pages)2020,31(4):1162-1172 [Abstract(1746)] [View PDF(3650)1.16 M]Adaptive Online Kernel Density Estimation MethodDENG Qi-Lin, QIU Tian-Yu, SHEN Fu-Rao, ZHAO Jin-XiPublished April 06, 2020 (16 pages)2020,31(4):1173-1188 [Abstract(2254)] [View PDF(6821)1.73 M]Spatial Context-aware Mention Target Recommendation MethodTANG Xiao-Yue, ZHOU Kang, WANG KaiPublished April 06, 2020 (23 pages)2020,31(4):1189-1211 [Abstract(1973)] [View PDF(3949)2.33 M]CHS-BPR: Combining Content-aware and Heterogeneous-aware for Event RecommendationSHANG Yan-Min, CAO Ya-Nan, LIU Yan-BingPublished April 06, 2020 (13 pages)2020,31(4):1212-1224 [Abstract(1887)] [View PDF(3386)1.54 M]Accelerating Core Decomposition in Complex Network on GPUsZHANG Heng, CUI Qiang, HOU Peng-Peng, WU Yan-Jun, ZHAO ChenPublished April 06, 2020 (15 pages)2020,31(4):1225-1239 [Abstract(1794)] [View PDF(3137)1.71 M]
Survey of Online Learning Algorithms for Streaming Data ClassificationZHAI Ting-Ting, GAO Yang, ZHU Jun-WuPublished April 06, 2020 (20 pages)2020,31(4):912-931 [Abstract(3194)] [View PDF(5732)692.47 K]State-of-the-art Survey of Consensus Mechanisms on DAG-based Distributed LedgerGAO Zheng-Feng, ZHENG Ji-Lai, TANG Shu-Yang, LONG Yu, LIU Zhi-Qiang, LIU Zhen, GU Da-WuPublished April 06, 2020 (19 pages)2020,31(4):1124-1142 [Abstract(5327)] [View PDF(6844)1.83 M]Topic Analysis on Chinese Programming Question and Answer WebsitesJIANG Jing, Lü Jiang-Feng, ZHANG LiPublished April 06, 2020 (19 pages)2020,31(4):1143-1161 [Abstract(2322)] [View PDF(4124)1.93 M]