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SCI期刊文章


[1] Zhang Shichao, Chen Feng, Wu Xindong, Zhang Chengqi, Wang Ruili, Mining bridging rules between conceptual clusters, APPLIED INTELLIGENCE, 36(2012), 1: 108-118.
[2] Zha Zhengjun, Wang Meng, Zheng Yantao, Yang Yi, Hong Richang, Chua Tatseng, Interactive video indexing with statistical active learning, IEEE Transactions on Multimedia, 14(2012), 1:17-27.
[3] Zhou Tianyi, Tao Dacheng, Wu Xindong, Compressed labeling on distilled labelsets for multi-label learning, Machine Learning, 2012: 1-58.
[4] Fei Xie, Xindong Wu, Xuegang Hu, Jun Gao, Dan Guo, Yulian Fei, and Ertian Hua, MAIL: Mining Sequential Patterns with Wildcards, International Journal of Data Mining and Bioinformatics, accepted, to appear.
[5] Meng Wang, Jinhui Tang, Xian-Sheng Hua, and Tat-Seng Chua. Interactive Multimedia Computing. ACM/Springer Multimedia Systems, in press (online available).
[6] Richang Hong, Meng Wang, Guangda Li, Zheng-Jun Zha, Tat-Seng Chua. Multimedia Question Answering. IEEE Multimedia Magazine. In Press.
[7] Meng Wang and Xian-Sheng Hua. Active Learning in Multimedia Annotation and Retrieval: A Survey. ACM Transactions on Intelligent Systems and Technology, 2(2011), 2.
[8] Cao Tianyu, Wu Xindong, Wang Song, Hu Xiaohua, Maximizing influence spread in modular social networks by optimal resource allocation, EXPERT SYSTEMS WITH APPLICATIONS, 38(2011), 10:13128-13135.
[9] Zhang Yan, Zhu Xingquan, Wu Xindong, Bond Jeffrey P., Corrective classification: Learning from data imperfections with aggressive and diverse classifier ensembling, INFORMATION SYSTEMS, 36(2011), 8: 1135-1157.
[10] Zhang Chunxia, Cao Cungen, Sui Yuefei, Wu Xindong, A Chinese time ontology for the Semantic Web, KNOWLEDGE-BASED SYSTEMS, 24(2011), 7: 1057-1074.
[11] Gao Yue, Wang Meng, Zha Zhengjun, Tian Qi, Dai Qionghai, Zhang Naiyao, Less is More: Efficient 3-D Object Retrieval With Query View Selection, IEEE TRANSACTIONS ON MULTIMEDIA , 13(2011), 5: 1007-1018.
[12] Liang Qianhui, Wu Xindong, Park E. K., Khoshgoftaar Taghi M., Chi Chi-Hung, Ontology-Based Business Process Customization for Composite Web Services, IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 41(2011), 4: 717-729.
[13] He Dan, Zhu Xingquan, Wu Xindong, MINING APPROXIMATE REPEATING PATTERNS FROM SEQUENCE DATA WITH GAP CONSTRAINTS, COMPUTATIONAL INTELLIGENCE, 27(2011), 3: 336-362.  
[14] Wang Lina, Jiang Xiaqiu, Lian Shiguo, Hu Donghui, Ye Dengpan, Image authentication based on perceptual hash using Gabor filters, SOFT COMPUTING, 15(2011), 3: 493-504. 
[15] Zhu Xingquan, Li Bin, Wu Xindong, He Dan, Zhang Chengqi, CLAP: Collaborative pattern mining for distributed information systems, DECISION SUPPORT SYSTEMS, 52(2011), 1: 40-51.
[16] Hong Richang, Wang Meng, Yuan Xiao-Tong, Xu Mengdi, Jiang Jianguo, Yan Shuicheng, Chua Tat-Seng, Video Accessibility Enhancement for Hearing-Impaired Users, ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS , 7(2011), 1.
[17] Jinhui Tang, Richang Hong, Shuicheng Yan, Guo-Jun Qi and Tat-Seng Chua. Inferring Semantic Concepts from Community-Contributed Images and Noisy Tags. ACM Transaction. on Intelligent System, 2(2011), 2:14.
[18] Bo Liu, Meng Wang, Richang Hong, Zheng-Jun Zha, Xiansheng Hua. Joint Learning of Labels and Distance Metric. IEEE transaction on Systems, Man and Cybernetics, Part B. (TSMC), 40(2010), 3: 973-978.
[19] Meng Wang, Kuiyuan Yang, Xian-Sheng Hua, Hong-Jiang Zhang. Towards a Relevant and Diverse Search of Social Images. IEEE Transactions on Multimedia, 12(2010),8:829-842.
[20] Meng Wang, Yelong Sheng, Bo Liu, Xian-Sheng Hua. In-Image Accessibility Indication. IEEE Transactions on Multimedia, 12(2010), 4: 330-336.
[21] Meng Wang, Bo Liu, Xian-Sheng Hua. Accessible Image Search for Colorblindness. ACM Transactions on Intelligent Systems and Technology, 1(2010), 1.
[22] Meng Wang, Nicu Sebe, Tao Mei, Jia Li, and Kiyoharu Aizawa. Large-Scale Image and Video Search: Challenges, Technologies, and Trends. Journal of Visual Communication and Image Representation, 21(2010), 8:771-772.
[23] Meng Wang, Bo Liu, Jinhui Tang, Xian-Sheng Hua. Metric Learning with Feature Decomposition for Image Categorization. Neurocomputing, 73(2010), 10-12:1562-1569.
[24] Meng Wang, Xian-Sheng Hua, Jinhui Tang, Richang Hong. Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation. IEEE Transactions on Multimedia, 11(2009), 3: 465-476.
[25] Liang Qianhui, Wu Xindong, Lau Hoong, Optimizing service systems based on application-level QoS, IEEE Transactions on Services Computing, 2(2009), 2:108-121.
[26] Shi Junhua, Hu Xuegang, Xie Fei, The research on algorithms of core attribute extraction from matrix in decision tables based on rough set, Journal of Computational Information Systems, 6(2010), 2:593-600.
[27] Wu Xindong, Wu Gong-Qing, Xie Fei, Zhu Zhu, Hu Xue-Gang, Lu Hao, Li Huiqian, News filtering and summarization on the Web, IEEE Intelligent Systems, v 25(2010), 5:68-76.
[28] Li Peipei, Wu Xindong, Hu Xuegang, Liang Qianhui, Gao Yunjun, A random decision tree ensemble for mining concept drifts from noisy data streams, Applied Artificial Intelligence, 24(2010), 7: 680-710.
[29] Zhao, Zhongqiu, Gao Jun, Glotin Herve, Wu Xindong, A matrix modular neural network based on task decomposition with subspace division by adaptive affinity propagation clustering, APPLIED MATHEMATICAL MODELLING, 34(2010), 12: 3884-3895.
[30] Li Zhao, Wu Xindong, Peng Hong, Nonnegative Matrix Factorization on Orthogonal Subspace, PATTERN RECOGNITION LETTERS, 31(2010), 9: 905-911.
[31] Zhang Yan, Wu Xindong, Integrating induction and deduction for noisy data mining, INFORMATION SCIENCES, JUL, 2010, 180(14): 2663-2673. 
[32] Guo Dan, Hong, Xiaoli, Hu Xuegang, Gao Jun, Liu Yingling, Wu Gongqing, Wu Xindong, A Bit-Parallel Algorithm for Sequential Pattern Matching with Wildcards , CYBERNETICS AND SYSTEMS, 42(2010), 6: 382-401.
[33] Wu Daniel D., Hu Xiaohua, Park E. K., Wang Xiaofeng, Feng Jiali, Wu Xindong, Exploratory analysis of protein translation regulatory networks using hierarchical random graphs, BMC BIOINFORMATICS, 11(2010), 3.
[34] Zhang Peng, Zhu Xingquan, Shi Yong, Guo Li, Wu Xindong, Robust ensemble learning for mining noisy data streams, DECISION SUPPORT SYSTEMS, 50(2010), 2: 469-479.   
[35] Zhao Zhongqiu, Li Junzhao, Gao Jun, Wu Xindong, A Modified Semi-Supervised Learning Algorithm on Laplacian Eigenmaps, NEURAL PROCESSING LETTERS, 32 (2010), 1: 75-82.  
[36] Meng Wang, Xian-Sheng Hua, Richang Hong, Jinhui Tang, Guo-Jun Qi, Yan Song. Unified Video Annotation Via Multi-Graph Learning. IEEE Transactions on Circuits and Systems for Video Technology, 19(2009), 5:733-746.
[37] Zhang Shichao, You Xiaofang, Jin Zhi, Wu Xindong, Mining globally interesting patterns from multiple databases using kernel estimation, Expert Systems with Applications, 36(2009), 8:10863-10869.
[38] Meng Wang, Xian-Sheng Hua, Tao Mei, Richang Hong, Guo-Jun Qi, Yan Song and Li-Rong Dai. Semi-Supervised Kernel Density Estimation for Video Annotation. Computer Vision and Image Understanding, 113(2009), 3:384-396.
[39] Dacheng Tao, Xuelong Li, Xindong Wu, and Steve Maybank, Geometric Mean for Subspace Selection in Multiclass Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, 31(2): 260-274.
[40] Eckstein Johannes, Jun Gao, Ott Peter, Rotationally symmetric triangulation sensor with integrated vision system, International Journal of Optomechatronics, 3(2009), 2: 133-148.
[41] Zhao Zhongqiu, A novel modular neural network for imbalanced classification problems, PATTERN RECOGNITION LETTERS, 30(2009), 9: 783-788.
[42] Zhang Shichao, You Xiaofang, Jin Zhi, Wu Xindong, Mining globally interesting patterns from multiple databases using kernel estimation, EXPERT SYSTEMS WITH APPLICATIONS, 36(2009), 8: 10863-10869.
[43] Guan Jihong, Gan Yanglan, Wang Hao, Discovering pattern-based subspace clusters by pattern tree, KNOWLEDGE-BASED SYSTEMS, 22(2009), 8: 569-579.
[44] Wu Xingdong, Zhu Xingquan, Chen Qijun, Wang Feiyue, Ubiquitous Mining with Interactive Data Mining Agents, JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 24(2009), 6: 1018-1027. 
[45] Xie Zhao, Gao Jun, Wu Xindong, Regional category parsing in undirected graphical models, PATTERN RECOGNITION LETTERS, 30(2009), 14: 1264-1272.
[46] Zhang Zili, Yang Pengyi, Wu Xindong, Zhang Chengqi, An Agent-Based Hybrid System for Microarray Data Analysis, IEEE INTELLIGENT SYSTEMS, 24(2009), 5: 53-63.
[47] Hu Donghui, Wang Lina, Jiang Xiaqiu, Ye Dengpan, Lian Shiguo, A Specific Steganalysis Approach to Effective Attacking the MB1, CHINESE JOURNAL OF ELECTRONICS, 18(2009), 4 : 610-614.
[48] Zhao Zhongqiu, Glotin Herve, Diversifying Image Retrieval with Affinity-Propagation Clustering on Visual Manifolds, IEEE MULTIMEDIA, 16(2009), 4:34-43.
[49] Zhang Jin-fu, Huang De-zhi, Huang Shi-qi, Li Guo-ming, Gao Jun, Shi Yong-hong, Fluid flow on centimeter-scale in deep paleosubduction zones in western Tianshan, China: Evidence from high-pressure veins, JOURNAL OF CENTRAL SOUTH UNIVERSITY OF TECHNOLOGY, 15(2008), 4: 488-492.
[50] Wu Xindong, Zhu Xingquan, Mining with noise knowledge: Error-aware data mining, IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 38(2008), 4: 917-932.
[51] Wang Lei, Gao Jun, Wang Xiaojia, Eckstein Johannes, Ott Peter, Fundamental uncertainty in rotationally symmetric and anamorphic laser triangulation, CHINESE JOURNAL OF ELECTRONICS, 17(2008), 1: 8-11.
[52] Gao Jun, Xie Zhao, Wu Xindong, Generic object recognition with regional statistical models and layer joint boosting, PATTERN RECOGNITION LETTERS, 28(2007), 16: 2227-2237.
[53] Hu Xuegang, Li Peipei, Wu Xindong, Wu Gongqing, A semi-random multiple decision-tree algorithm for mining data streams, JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 22(2007), 5: 711-724.    
[54] Zhongqiu Zhao and Desheng Huang, A Mended Hybrid Learning Algorithm for Radial Basis Function Neural Networks to Improve Generalization Capability, Applied Mathematics Modelling, 2007, 31(7): 1271-1281.
[55] Yang Jing, Gao Jun, Xu Xiao-Hong, Liu Xu, Hierarchical fuzzy min-max clustering algorithm, Pattern Recognition and Artificial Intelligence, August 2007, 20(4): 558-564.
[56] Zhongqiu Zhao, Desheng Huang, and Wei Jia, Palmprint Recognition with 2DPCA+PCA Based on Modular Neural Networks, Neurocomputing, 2007, 71(1-3): 448-454.
[57] Feng Xue, You-Sheng Zhang, Julang Jiang, Min Hu, Xindong Wu, and Ronggui Wang, Real-time Texture Synthesis Using s-Tile Set, Journal of Computer Science and Technology, 2007, 22(4): 590-596.
[58] Gao Jun, Zhao, Zhongqiu, Xu Xiaohong, Yang Jing, A novel evolutionary template-matching algorithm and researches on it, CHINESE JOURNAL OF ELECTRONICS, 15(2006), 2: 246-250.
[59] Xu Zhi, Gao Jun, Shao Jing, Zhou Yajin, Associative memory with small world connectivity built on Watts-Strogatz model, ADVANCES IN NATURAL COMPUTATION, 4221(2006): 115-122.
[60] Cheng Yusheng, Zhang Yousheng, Hu Xuegang, The relationships between variable precision value and knowledge reduction based on variable precision rough sets model, ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS, 2006: 122-128. 
[61] Wang Hao, Yu Kui, Wu Xindong, Yao Hongliang, Triangulation of Bayesian networks using an adaptive genetic algorithm, FOUNDATIONS OF INTELLIGENT SYSTEMS, PROCEEDINGS, 2006: 127-136.  
[62] Hu Xuegang, Yu Haitao, The research of sampling for mining frequent itemsets, ROUGH SETS AND KNOWLEDGE TECHNOLOGY, PROCEEDINGS, 2006: 496-501.
[63] Zhisheng Li, Xiangye Xiao, Meng Wang, Chong Wang, Xufa Wang, Xing Xie. "Towards the Automatic Categorization of Yellow Pages Queries," ACM Transactions on Internet Technology, vol. 11, no. 4, pp. 16-42, 2012.
[64] Dong Liu, Meng Wang, Xian-Sheng Hua, Hong-Jiang Zhang. "Semi-Automatic Tagging of Photo Albums via Exemplar Selection and Tag Inference," IEEE Transactions on Multimedia, vol. 13, no. 1, pp. 82-91, 2011.
[65] Bo Xie, Meng Wang, Dacheng Tao. "Towards the Optimization of Normalized Graph Laplacian," IEEE Transactions on Neural Networks, vol. 22, no. 4, pp. 660-666, 2011.
[66] Kuiyuan Yang, Meng Wang, Xian-Sheng Hua, Shuicheng Yan, Hong-Jiang Zhang. "Assemble New Object Detector with Few Examples," IEEE Transactions on Image Processing, vol. 20, no. 12, pp. 3341-3349, 2011.
[67] Kuiyuan Yang, Xian-Sheng Hua, Meng Wang, Hong-Jiang Zhang. "Tag Tagging: Towards More Descriptive Keywords of Image Content," IEEE Transactions on Multimedia, vol. 13, no. 4, pp. 662-673, 2011.
[68] Yuan Liu, Tao Mei, Meng Wang, Xiuqing Wu, Xian-Sheng Hua. "Typicality-Based Visual Search Reranking," IEEE Transactions On Circuits and Systems for Video Technology, vol. 20, no. 5, pp. 749-755, 2010.
[69] Jinhui Tang, Xian-Sheng Hua, Meng Wang, Zhiwei Gu, Guo-Jun Qi, Xiuqing Wu. "Correlative Linear Neighborhood Propagation for Video Annotation," IEEE Transactions on System, Man and Cybernetics: Part B, vol. 39, no. 2, pp. 409-416, 2009.