Volume 26,Issue 11,2015 Table of Contents

Other Issues:  
  
Special Issue's Articles

  • 大数据时代的机器学习研究专刊前言
  • 何晓飞,郭茂祖,张敏灵
  • 2015,26(11):2749-2751 [Abstract(3876)]  [View PDF(3162)337.90 K]
  • Stochastic Optimization Algorithm with Variance Reduction for Solving Non-Smooth Problems
  • ZHU Xiao-Hui, TAO Qing, SHAO Yan-Jian and CHU De-Jun
  • 2015,26(11):2752-2761 [Abstract(2867)]  [View PDF(2397)796.38 K]
  • Heterogeneous Transductive Transfer Learning Algorithm
  • YANG Liu, JING Li-Ping and YU Jian
  • 2015,26(11):2762-2780 [Abstract(2983)]  [View PDF(2970)1.52 M]
  • Path Optimization Algorithms for Covering Learning
  • YAN Chen and LI Fan-Zhang
  • 2015,26(11):2781-2794 [Abstract(3253)]  [View PDF(1918)1.02 M]
  • Distributed Assistant Associative Classification Algorithm in Big Data Environment
  • ZHANG Ming-Wei, ZHU Zhi-Liang, Liu Ying and ZHANG Bin
  • 2015,26(11):2795-2810 [Abstract(3395)]  [View PDF(2378)1.07 M]
  • Classifier Circle Method for Multi-Label Learning
  • WANG Shao-Bo and LI Yu-Feng
  • 2015,26(11):2811-2819 [Abstract(3151)]  [View PDF(2079)722.21 K]
  • Density-Based Statistical Merging Algorithm for Large Data Sets
  • LIU Bei-Bei, MA Ru-Ning and DING Jun-Di
  • 2015,26(11):2820-2835 [Abstract(3341)]  [View PDF(2588)1.35 M]
  • Approximate Weighted Kernel k-means for Large-Scale Spectral Clustering
  • JIA Hong-Jie, DING Shi-Fei and SHI Zhong-Zhi
  • 2015,26(11):2836-2846 [Abstract(2805)]  [View PDF(2700)780.44 K]
  • Clustering Method Based on Nearest Neighbors Representation
  • ZHOU Guo-Bing, WU Jian-Xin and ZHOU Song
  • 2015,26(11):2847-2855 [Abstract(3408)]  [View PDF(2499)700.50 K]
  • Comparative Study of Universal Kernel Evaluation Measures
  • WANG Pei-Yan and CAI Dong-Feng
  • 2015,26(11):2856-2868 [Abstract(2561)]  [View PDF(2272)927.38 K]
  • Self-Adaptive Trajectory Prediction Model for Moving Objects in Big Data Environment
  • QIAO Shao-Jie, LI Tian-Rui, HAN Nan, GAO Yun-Jun, YUAN Chang-An, WANG Xiao-Teng and TANG Chang-Jie
  • 2015,26(11):2869-2883 [Abstract(3549)]  [View PDF(3241)1.02 M]
  • Abnormal Crowd Detection Based on Multi-Scale Recurrent Neural Network
  • CAI Rui-Chu, XIE Wei-Hao, HAO Zhi-Feng, WANG Li-Juan and WEN Wen
  • 2015,26(11):2884-2896 [Abstract(2951)]  [View PDF(2938)1.59 M]
  • Discriminative Joint Multi-Manifold Analysis for Video-Based Face Recognition
  • YU Qian, GAO Yang, HUO Jing and ZHUANG Yun-Kai
  • 2015,26(11):2897-2911 [Abstract(2738)]  [View PDF(2368)1.44 M]
  • Face Feature Representation Based on Difference Local Directional Pattern
  • LI Zhao-Kui, DING Li-Xin, WANG Yan, HE Jin-Rong and DING Guo-Hui
  • 2015,26(11):2912-2929 [Abstract(2681)]  [View PDF(2158)1.71 M]
  • Efficient Patch-Level Descriptor for Image Categorization via Patch Pivots Selection
  • XIE Bo-Jun, ZHU Jie and YU Jian
  • 2015,26(11):2930-2938 [Abstract(2459)]  [View PDF(1797)710.14 K]
  • Multi-Learner Co-Training Model for Human Action Recognition
  • TANG Chao, WANG Wen-Jian, LI Wei, LI Guo-Bin and CAO Feng
  • 2015,26(11):2939-2950 [Abstract(2654)]  [View PDF(2052)1.74 M]
  • Location Inference Method in Online Social Media with Big Data
  • WANG Kai, YU Wei, YANG Sha, WU Min, HU Ya-Hui and LI Shi-Jun
  • 2015,26(11):2951-2963 [Abstract(3333)]  [View PDF(2775)992.38 K]
  • Pattern Graph Change Oriented Incremental Graph Pattern Matching
  • ZHANG Li-Xia, WANG Wei-Ping, GAO Jian-Liang and WANG Jian-Xin
  • 2015,26(11):2964-2980 [Abstract(2701)]  [View PDF(2102)1012.67 K]
  • Listwise Collaborative Ranking Based on the Assumption of Locally Low-Rank Rating Matrix
  • LIU Hai-Yang, WANG Zhi-Hai, HUANG Dan and SUN Yan-Ge
  • 2015,26(11):2981-2993 [Abstract(2634)]  [View PDF(2398)881.51 K]
  • Mining Top-k Distinguishing Sequential Patterns with Gap Constraint
  • YANG Hao, DUAN Lei, HU Bin, DENG Song, WANG Wen-Tao and QIN Pan
  • 2015,26(11):2994-3009 [Abstract(2817)]  [View PDF(2050)1.51 M]
  • Computational Intelligence for Big Data Analysis: Current Status and Future Prospect
  • GUO Ping, WANG Ke, LUO A-Li and XUE Ming-Zhi
  • 2015,26(11):3010-3025 [Abstract(3507)]  [View PDF(4386)983.07 K]
  • Research Progress on Educational Data Mining: A Survey
  • ZHOU Qing, MOU Chao and YANG Dan
  • 2015,26(11):3026-3042 [Abstract(3393)]  [View PDF(4582)1.16 M]