Special Issue's Articles

大数据分析专刊前言 陈恩红,于剑 2014,25(9):1887-1888 [Abstract(5578)]  [View PDF(7164)227.80 K]

Survey on Big Data System and Analytic Technology CHENG Xue-Qi,JIN Xiao-Long,WANG Yuan-Zhuo,GUO Jia-Feng,ZHANG Tie-Ying and LI Guo-Jie 2014,25(9):1889-1908 [Abstract(12057)]  [View PDF(43264)550.98 K]

Visual Analytics Towards Big Data REN Lei,DU Yi,MA Shuai,ZHANG Xiao-Long and DAI Guo-Zhong 2014,25(9):1909-1936 [Abstract(9552)]  [View PDF(19320)3.45 M]

Survey on Succinct Representation of Graph Data ZHANG Yu,LIU Yan-Bing,XIONG Gang,JIA Yan,LIU Ping and GUO Li 2014,25(9):1937-1952 [Abstract(6373)]  [View PDF(8612)946.62 K]

Personalized Recommendation Based on Large-Scale Implicit Feedback YIN Jian,WANG Zhi-Sheng,LI Qi and SU Wei-Jie 2014,25(9):1953-1966 [Abstract(7260)]  [View PDF(10816)825.19 K]

Joint Learning of Multi-Label Classification and Label Correlations HE Zhi-Fen,YANG Ming and LIU Hui-Dong 2014,25(9):1967-1981 [Abstract(5674)]  [View PDF(8364)753.71 K]

Open Source Software Classification Using Cost-Sensitive Multi-Label Learning HAN Le and LI Ming 2014,25(9):1982-1991 [Abstract(5794)]  [View PDF(6520)576.79 K]

Label-Specific Features on Multi-Label Learning Algorithm WU Lei and ZHANG Min-Ling 2014,25(9):1992-2001 [Abstract(5392)]  [View PDF(7722)606.19 K]

Correlation Analysis in Curve Registration of Time Series JIANG Gao-Xia and WANG Wen-Jian 2014,25(9):2002-2017 [Abstract(5516)]  [View PDF(9220)935.90 K]

Ordinal Discriminative Canonical Correlation Analysis ZHOU Hang-Xing and CHEN Song-Can 2014,25(9):2018-2025 [Abstract(5836)]  [View PDF(6392)539.54 K]

Massive Information Fusion Algorithm and Its Application in Status Evaluation LI Jia-Fei,ZHOU Bin,LIU Da-You,HU Liang and WANG Feng 2014,25(9):2026-2036 [Abstract(4856)]  [View PDF(6214)663.91 K]

Spectral Clustering Algorithm Based on Adaptive Nyström Sampling for Big Data Analysis DING Shi-Fei,JIA Hong-Jie and SHI Zhong-Zhi 2014,25(9):2037-2049 [Abstract(5887)]  [View PDF(8426)718.41 K]

Statistical Correlation and K-Means Based Distinguishable Gene Subset Selection Algorithms XIE Juan-Ying and GAO Hong-Chao 2014,25(9):2050-2075 [Abstract(5478)]  [View PDF(7957)1.55 M]

Topic Modeling Approach to Named Entity Linking HUAI Bao-Xing,BAO Teng-Fei,ZHU Heng-Shu and LIU Qi 2014,25(9):2076-2087 [Abstract(6942)]  [View PDF(8723)891.47 K]

Extending Training Set in Distant Supervision by Ontology for Relation Extraction OUYANG Dan-Tong,QU Jian-Feng and YE Yu-Xin 2014,25(9):2088-2101 [Abstract(5656)]  [View PDF(7074)745.08 K]

Face Feature Representation Based on Image Decomposition LI Zhao-Kui,DING Li-Xin,HE Jin-Rong and HU Qing-Hui 2014,25(9):2102-2118 [Abstract(5197)]  [View PDF(7347)1.11 M]

Approaches to Approximate Reduction with Interval-Valued Multi-Decision Tables in Big Data XU Fei-Fei,LEI Jing-Sheng,BI Zhong-Qin,MIAO Duo-Qian and DU Hai-Zhou 2014,25(9):2119-2135 [Abstract(5999)]  [View PDF(6998)1000.86 K]

High-Efficiency P-Rank Computation Through Asynchronous Accumulative Updates in Big Data Environment WANG Xu-Cong,LI Cui-Ping and CHEN Hong 2014,25(9):2136-2148 [Abstract(6172)]  [View PDF(7053)730.58 K]

Simultaneous Multiple Parameters Tuning in Support Vector Learning DING Li-Zhong,JIA Lei and LIAO Shi-Zhong 2014,25(9):2149-2159 [Abstract(5268)]  [View PDF(6073)658.46 K]

Stochastic Algorithm with Optimal Convergence Rate for Strongly Convex Optimization Problems SHAO Yan-Jian,TAO Qing,JIANG Ji-Yuan and ZHOU Bai 2014,25(9):2160-2171 [Abstract(5319)]  [View PDF(8402)706.12 K]

Spatial-Temporal Poleward Volume Local Binary Patterns for Aurora Sequences Event Detection HAN Bing,LIAO Qian and GAO Xin-Bo 2014,25(9):2172-2179 [Abstract(4395)]  [View PDF(6152)933.26 K]

Quality Estimation Algorithm Based on Learning for High-Resolution Palmprint Minutiae WANG Han,LIU Chong-Jin,FU Xiang and FENG Ju-Fu 2014,25(9):2180-2186 [Abstract(4605)]  [View PDF(6286)594.41 K]