Volume 31,Issue 4,2020 Table of Contents

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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
  • 2020,31(4):909-911 [Abstract(398)]  [View PDF(277)388.91 K]
  • Survey of Online Learning Algorithms for Streaming Data Classification
  • ZHAI Ting-Ting, GAO Yang, ZHU Jun-Wu
  • 2020,31(4):912-931 [Abstract(898)]  [View PDF(888)692.47 K]
  • Concept Drift Detection Method Based on Online Performance Test
  • GUO Hu-Sheng, ZHANG Ai-Juan, WANG Wen-Jian
  • 2020,31(4):932-947 [Abstract(685)]  [View PDF(514)1.69 M]
  • Novel Deep Reinforcement Learning Algorithm Based on Attention-based Value Function and Autoregressive Environment Model
  • LIANG Xing-Xing, FENG Yang-He, HUANG Jin-Cai, WANG Qi, MA Yang, LIU Zhong
  • 2020,31(4):948-966 [Abstract(750)]  [View PDF(1833)2.18 M]
  • Cooperative Prediction Method Based on Dynamic and Static Representation for Crowdfunding
  • ZHANG Kai, ZHAO Hong-Ke, LIU Qi, PAN Zhen, CHEN En-Hong
  • 2020,31(4):967-980 [Abstract(664)]  [View PDF(1611)1.59 M]
  • Weakly Supervised Learning Framework Based on k Labeled Samples
  • FU Zhi, WANG Hong-Jun, LI Tian-Rui, TENG Fei, ZHANG Ji
  • 2020,31(4):981-990 [Abstract(750)]  [View PDF(486)1.09 M]
  • Similar Manifold Learning Based on Selective Cluster Ensemble for Image Clustering
  • LUO Xiao-Hui, LI Fan-Zhang, ZHANG Li, GAO Jia-Jun
  • 2020,31(4):991-1001 [Abstract(634)]  [View PDF(564)1.24 M]
  • Conditional Graphical Generative Adversarial Networks
  • LI Chong-Xuan, ZHU Jun, ZHANG Bo
  • 2020,31(4):1002-1008 [Abstract(581)]  [View PDF(520)868.40 K]
  • Spectral Clustering Based Unsupervised Feature Selection Algorithms
  • XIE Juan-Ying, DING Li-Juan, WANG Ming-Zhao
  • 2020,31(4):1009-1024 [Abstract(673)]  [View PDF(679)2.26 M]
  • Distant Supervision Neural Network Relation Extraction Base on Noisy Observation
  • YE Yu-Xin, XUE Huan, WANG Lu, OUYANG Dan-Tong
  • 2020,31(4):1025-1038 [Abstract(567)]  [View PDF(836)1.45 M]
  • Model Parameter Re-optimization for Linear Hashing Based on Similarity Drive
  • NIE Xiu-Shan, LIU Xing-Bo, XI Xiao-Ming, YIN Yi-Long
  • 2020,31(4):1039-1050 [Abstract(648)]  [View PDF(400)1.45 M]
  • Individual Convergence of NAG with Biased Gradient in Nonsmooth Cases
  • LIU Yu-Xiang, CHENG Yu-Jia, TAO Qing
  • 2020,31(4):1051-1062 [Abstract(527)]  [View PDF(360)1.36 M]
  • Rule Inference Network Model for Classification
  • HUANG De-Gen, ZHANG Yun-Xia, LIN Hong-Mei, ZOU Li, LIU Zhuang
  • 2020,31(4):1063-1078 [Abstract(774)]  [View PDF(428)1.62 M]
  • Multi-label Text Classification Method Based on Label Semantic Information
  • XIAO Lin, CHEN Bo-Li, HUANG Xin, LIU Hua-Feng, JING Li-Ping, YU Jian
  • 2020,31(4):1079-1089 [Abstract(785)]  [View PDF(881)1.24 M]
  • Integrating Latent Item-item Complementarity with Personalized Recommendation Systems
  • SHAO Ying-Wei, ZHANG Min, MA Wei-Zhi, WANG Chen-Yang, LIU Yi-Qun, MA Shao-Ping
  • 2020,31(4):1090-1100 [Abstract(670)]  [View PDF(602)1.17 M]
  • Graph Convolutional Network for Recommender Systems
  • GE Yao, CHEN Song-Can
  • 2020,31(4):1101-1112 [Abstract(860)]  [View PDF(802)1.34 M]
  • NP-completeness of d-regular (k,s)-SAT Problem
  • FU Zu-Feng, XU Dao-Yun
  • 2020,31(4):1113-1123 [Abstract(357)]  [View PDF(255)1.16 M]
  • Topic Analysis on Chinese Programming Question and Answer Websites
  • JIANG Jing, Lü Jiang-Feng, ZHANG Li
  • 2020,31(4):1143-1161 [Abstract(361)]  [View PDF(403)1.93 M]
  • Active Learning Approach for Crowdsourcing-enhanced Data Cleaning
  • YE Chen, WANG Hong-Zhi, GAO Hong, LI Jian-Zhong
  • 2020,31(4):1162-1172 [Abstract(370)]  [View PDF(502)1.16 M]
  • Adaptive Online Kernel Density Estimation Method
  • DENG Qi-Lin, QIU Tian-Yu, SHEN Fu-Rao, ZHAO Jin-Xi
  • 2020,31(4):1173-1188 [Abstract(923)]  [View PDF(2511)1.73 M]
  • Spatial Context-aware Mention Target Recommendation Method
  • TANG Xiao-Yue, ZHOU Kang, WANG Kai
  • 2020,31(4):1189-1211 [Abstract(773)]  [View PDF(1275)2.33 M]
  • CHS-BPR: Combining Content-aware and Heterogeneous-aware for Event Recommendation
  • SHANG Yan-Min, CAO Ya-Nan, LIU Yan-Bing
  • 2020,31(4):1212-1224 [Abstract(384)]  [View PDF(408)1.54 M]
  • Accelerating Core Decomposition in Complex Network on GPUs
  • ZHANG Heng, CUI Qiang, HOU Peng-Peng, WU Yan-Jun, ZHAO Chen
  • 2020,31(4):1225-1239 [Abstract(414)]  [View PDF(346)1.71 M]
  • Review Articles

  • State-of-the-art Survey of Consensus Mechanisms on DAG-based Distributed Ledger
  • GAO Zheng-Feng, ZHENG Ji-Lai, TANG Shu-Yang, LONG Yu, LIU Zhi-Qiang, LIU Zhen, GU Da-Wu
  • 2020,31(4):1124-1142 [Abstract(2209)]  [View PDF(1421)1.83 M]