Volume 28,Issue 11,2017 Table of Contents

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Contents

  • 复杂环境下的机器学习研究专刊前言
  • 胡清华,张道强,张长水
  • 2017,28(11):2811-2813 [Abstract(1314)]  [View PDF(1178)286.83 K]
  • Algorithms for Accurate Decision Tree Generation on Inconsistent Data
  • WANG He-Peng, WANG Hong-Zhi, LI Jian-Zhong and GAO Hong
  • 2017,28(11):2814-2824 [Abstract(1346)]  [View PDF(1133)1.21 M]
  • Fuzzy Rough Reduction Based on Random Sampling
  • CHEN Yu, ZHAO Su-Yun, LI Xue-Feng, CHEN Hong and LI Cui-Ping
  • 2017,28(11):2825-2835 [Abstract(1178)]  [View PDF(910)1.08 M]
  • Density-Based Distributed Clustering Method
  • WANG Yan, PENG Tao, HAN Jia-Yu and LIU Lu
  • 2017,28(11):2836-2850 [Abstract(1675)]  [View PDF(1297)2.17 M]
  • Ensemble Weak-Label Classification by Maximizing Dependency Between Label and Feature
  • TAN Qiao-Yu, YU Guo-Xian, WANG Jun and GUO Mao-Zu
  • 2017,28(11):2851-2864 [Abstract(1579)]  [View PDF(1258)1.28 M]
  • Multi-Label Classification Algorithm Based on Association Rule Mining
  • LIU Jun-Yu and JIA Xiu-Yi
  • 2017,28(11):2865-2878 [Abstract(1430)]  [View PDF(1639)1.33 M]
  • Convolution Neural Network Feature Importance Analysis and Feature Selection Enhanced Model
  • LU Hong-Yu, ZHANG Min, LIU Yi-Qun and MA Shao-Ping
  • 2017,28(11):2879-2890 [Abstract(1973)]  [View PDF(4876)1.78 M]
  • Bayesian Classifier Algorithm Based on Emerging Pattern for Data Stream
  • DU Chao, WANG Zhi-Hai, JIANG Jing-Jing and SUN Yan-Ge
  • 2017,28(11):2891-2904 [Abstract(1358)]  [View PDF(989)1.26 M]
  • Review on Research and Development of Memory Neural Networks
  • LIANG Tian-Xin, YANG Xiao-Ping, WANG Liang, ZHANG Yong-Jun, ZHU Yan-Li and XU Cui
  • 2017,28(11):2905-2924 [Abstract(1541)]  [View PDF(1728)3.09 M]
  • Fusion of Multi-Source Data for Rain/No-Rain Classification with High Spatiotemporal Resolution
  • KUANG Qiu-Ming, YANG Xue-Bing, ZHANG Wen-Sheng, HE Xian-Feng and HUI Jian-Zhong
  • 2017,28(11):2925-2939 [Abstract(1365)]  [View PDF(1386)3.22 M]
  • Online Transfer Learning from Multiple Sources Based on Local Classification Accuracy
  • TANG Shi-Qi, WEN Yi-Min and QIN Yi-Xiu
  • 2017,28(11):2940-2960 [Abstract(1842)]  [View PDF(1257)2.21 M]
  • Transductive Discriminative Dictionary Learning Approach for Zero-Shot Classification
  • JI Zhong, SUN Tao and YU Yun-Long
  • 2017,28(11):2961-2970 [Abstract(1296)]  [View PDF(964)929.80 K]
  • Research Progress on Cognitive-Oriented Multi-Source Data Learning Theory and Algorithm
  • YANG Liu, YU Jian, LIU Ye and ZHAN De-Chuan
  • 2017,28(11):2971-2991 [Abstract(1380)]  [View PDF(1987)1.83 M]
  • Multiple Kernel Geometric Mean Metric Learning for Heterogeneous Data
  • QI Ren, ZHU Peng-Fei and LIANG Jian-Qing
  • 2017,28(11):2992-3001 [Abstract(1524)]  [View PDF(1141)930.16 K]
  • K-Nearest Neighbor Classifier for Complex Time Series
  • YUAN Ji-Dong, WANG Zhi-Hai, SUN Yan-Ge and ZHANG Wei
  • 2017,28(11):3002-3017 [Abstract(1243)]  [View PDF(1798)1.54 M]
  • Deep Learning Model for Diabetic Retinopathy Detection
  • PANG Hao and WANG Cong
  • 2017,28(11):3018-3029 [Abstract(1719)]  [View PDF(3697)1.18 M]
  • Social Messages Outbreak Prediction Model Based on Recurrent Neural Network
  • GOU Cheng-Cheng, QIN Yu-Jun, TIAN Tian, WU Da-Yong, LIU Yue and CHENG Xue-Qi
  • 2017,28(11):3030-3042 [Abstract(1766)]  [View PDF(2117)1.35 M]
  • Large-Scale Trajectory Prediction Model Based on Prefix Projection Technique
  • QIAO Shao-Jie, HAN Nan, LI Tian-Rui, LI Rong-Hua, LI Bin-Yong, WANG Xiao-Teng and Louis Alberto GUTIERREZ
  • 2017,28(11):3043-3057 [Abstract(1627)]  [View PDF(1526)1.39 M]
  • Construction Method on Mobile Application Security Ecological Chain
  • YANG Xin-Yu and XU Guo-Ai
  • 2017,28(11):3058-3071 [Abstract(1414)]  [View PDF(1598)1.95 M]
  • Cost-Sensitive Margin Distribution Optimization for Software Bug Localization
  • XIE Zheng and LI Ming
  • 2017,28(11):3072-3079 [Abstract(1353)]  [View PDF(1390)800.68 K]
  • Soft Subspace Algorithm for MR Image Clustering Based on Fireworks Optimization Algorithm
  • FAN Hong, HOU Cun-Cun, ZHU Yan-Chun and RAO Ruo-Xia
  • 2017,28(11):3080-3093 [Abstract(1348)]  [View PDF(1140)1.52 M]
  • Algorithm for Predicting the Associations Between MiRNAs and Diseases
  • GUO Mao-Zu, WANG Shi-Ming, LIU Xiao-Yan and TIAN Zhen
  • 2017,28(11):3094-3102 [Abstract(1469)]  [View PDF(1755)872.87 K]
  • Community Detection Algorithm Based on Weighted Dense Subgraphs
  • YANG Gui, ZHENG Wen-Ping, WANG Wen-Jian and ZHANG Hao-Jie
  • 2017,28(11):3103-3114 [Abstract(1375)]  [View PDF(1267)1.23 M]