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(2331)]  [View PDF(3724)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(2416)]  [View PDF(4217)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(2284)]  [View PDF(3897)1.08 M]

Density-Based Distributed Clustering Method WANG Yan, PENG Tao, HAN Jia-Yu and LIU Lu 2017,28(11):2836-2850 [Abstract(2865)]  [View PDF(4561)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(2806)]  [View PDF(4329)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(2583)]  [View PDF(5080)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(4146)]  [View PDF(13639)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(2353)]  [View PDF(3843)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(2731)]  [View PDF(5262)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(2739)]  [View PDF(5528)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(3226)]  [View PDF(4893)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(2425)]  [View PDF(4189)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(2647)]  [View PDF(5988)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(2573)]  [View PDF(4354)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(2448)]  [View PDF(5468)1.54 M]

Deep Learning Model for Diabetic Retinopathy Detection PANG Hao and WANG Cong 2017,28(11):3018-3029 [Abstract(3183)]  [View PDF(8399)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(3099)]  [View PDF(5401)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(2776)]  [View PDF(4553)1.39 M]

Construction Method on Mobile Application Security Ecological Chain YANG Xin-Yu and XU Guo-Ai 2017,28(11):3058-3071 [Abstract(2646)]  [View PDF(5339)1.95 M]

Cost-Sensitive Margin Distribution Optimization for Software Bug Localization XIE Zheng and LI Ming 2017,28(11):3072-3079 [Abstract(2512)]  [View PDF(4487)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(2411)]  [View PDF(4319)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(3093)]  [View PDF(5474)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(2510)]  [View PDF(4691)1.23 M]