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(6814)]  [View PDF(9390)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(5988)]  [View PDF(8930)796.38 K]

Heterogeneous Transductive Transfer Learning Algorithm YANG Liu, JING Li-Ping and YU Jian 2015,26(11):2762-2780 [Abstract(6431)]  [View PDF(10588)1.52 M]

Path Optimization Algorithms for Covering Learning YAN Chen and LI Fan-Zhang 2015,26(11):2781-2794 [Abstract(5934)]  [View PDF(8136)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(6299)]  [View PDF(8478)1.07 M]

Classifier Circle Method for Multi-Label Learning WANG Shao-Bo and LI Yu-Feng 2015,26(11):2811-2819 [Abstract(6126)]  [View PDF(8684)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(6388)]  [View PDF(9017)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(6066)]  [View PDF(9328)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(6285)]  [View PDF(8325)700.50 K]

Comparative Study of Universal Kernel Evaluation Measures WANG Pei-Yan and CAI Dong-Feng 2015,26(11):2856-2868 [Abstract(5404)]  [View PDF(8402)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(7184)]  [View PDF(11560)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(6101)]  [View PDF(10190)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(5974)]  [View PDF(9226)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(5472)]  [View PDF(8677)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(5011)]  [View PDF(7536)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(5622)]  [View PDF(8904)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(7130)]  [View PDF(10453)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(5592)]  [View PDF(8369)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(5779)]  [View PDF(9868)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(5997)]  [View PDF(8729)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(6789)]  [View PDF(16879)983.07 K]

Research Progress on Educational Data Mining: A Survey ZHOU Qing, MOU Chao and YANG Dan 2015,26(11):3026-3042 [Abstract(7621)]  [View PDF(17460)1.16 M]