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(3516)]  [View PDF(2991)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(2471)]  [View PDF(2198)796.38 K]
  • Heterogeneous Transductive Transfer Learning Algorithm
  • YANG Liu, JING Li-Ping and YU Jian
  • 2015,26(11):2762-2780 [Abstract(2614)]  [View PDF(2737)1.52 M]
  • Path Optimization Algorithms for Covering Learning
  • YAN Chen and LI Fan-Zhang
  • 2015,26(11):2781-2794 [Abstract(2859)]  [View PDF(1829)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(2998)]  [View PDF(2259)1.07 M]
  • Classifier Circle Method for Multi-Label Learning
  • WANG Shao-Bo and LI Yu-Feng
  • 2015,26(11):2811-2819 [Abstract(2610)]  [View PDF(1971)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(2959)]  [View PDF(2434)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(2455)]  [View PDF(2487)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(3022)]  [View PDF(2344)700.50 K]
  • Comparative Study of Universal Kernel Evaluation Measures
  • WANG Pei-Yan and CAI Dong-Feng
  • 2015,26(11):2856-2868 [Abstract(2199)]  [View PDF(2110)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(3125)]  [View PDF(2963)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(2585)]  [View PDF(2780)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(2345)]  [View PDF(2236)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(2298)]  [View PDF(2035)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(2123)]  [View PDF(1698)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(2335)]  [View PDF(1940)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(2918)]  [View PDF(2622)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(2358)]  [View PDF(1973)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(2281)]  [View PDF(2277)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(2438)]  [View PDF(1942)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(3092)]  [View PDF(4085)983.07 K]
  • Research Progress on Educational Data Mining: A Survey
  • ZHOU Qing, MOU Chao and YANG Dan
  • 2015,26(11):3026-3042 [Abstract(2927)]  [View PDF(4198)1.16 M]