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(6014)]  [View PDF(6355)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(5072)]  [View PDF(5565)796.38 K]

Heterogeneous Transductive Transfer Learning Algorithm YANG Liu, JING Li-Ping and YU Jian 2015,26(11):2762-2780 [Abstract(5122)]  [View PDF(6851)1.52 M]

Path Optimization Algorithms for Covering Learning YAN Chen and LI Fan-Zhang 2015,26(11):2781-2794 [Abstract(5189)]  [View PDF(4795)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(5455)]  [View PDF(5280)1.07 M]

Classifier Circle Method for Multi-Label Learning WANG Shao-Bo and LI Yu-Feng 2015,26(11):2811-2819 [Abstract(5271)]  [View PDF(5396)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(5511)]  [View PDF(5693)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(4947)]  [View PDF(6087)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(5527)]  [View PDF(5302)700.50 K]

Comparative Study of Universal Kernel Evaluation Measures WANG Pei-Yan and CAI Dong-Feng 2015,26(11):2856-2868 [Abstract(4574)]  [View PDF(5335)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(6051)]  [View PDF(7630)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(5188)]  [View PDF(6685)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(5049)]  [View PDF(5921)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(4670)]  [View PDF(5261)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(4172)]  [View PDF(4443)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(4717)]  [View PDF(5438)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(5828)]  [View PDF(6932)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(4866)]  [View PDF(5347)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(4722)]  [View PDF(6563)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(4954)]  [View PDF(5190)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(5811)]  [View PDF(12456)983.07 K]

Research Progress on Educational Data Mining: A Survey ZHOU Qing, MOU Chao and YANG Dan 2015,26(11):3026-3042 [Abstract(6263)]  [View PDF(11865)1.16 M]