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2015 Journal Article Evaluation of machine learning interpolation techniques for prediction of physical propertiesBelisle, Eve, Huang, Zi, Le Digabel, Sebastien and Gheribi, Aimen E. (2015). Evaluation of machine learning interpolation techniques for prediction of physical properties. Computational Materials Science, 98, 170-177. doi: 10.1016/j.commatsci.2014.10.032 |
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2014 Journal Article A sparse embedding and least variance encoding approach to hashingZhu, Xiaofeng, Zhang, Lei and Huang, Zi (2014). A sparse embedding and least variance encoding approach to hashing. IEEE Transactions on Image Processing, 23 (9) 6844160, 3737-3750. doi: 10.1109/TIP.2014.2332764 |
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2014 Journal Article Robust hashing with local models for approximate similarity searchSong, Jingkuan, Yang, Yi, Li, Xuelong, Huang, Zi and Yang, Yang (2014). Robust hashing with local models for approximate similarity search. IEEE Transactions on Cybernetics, 44 (7) 6714849, 1225-1236. doi: 10.1109/TCYB.2013.2289351 |
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2014 Journal Article Social event identification and ranking on flickrLi, Xuefei, Cai, Hongyun, Huang, Zi, Yang, Yang and Zhou, Xiaofang (2014). Social event identification and ranking on flickr. World Wide Web, 18 (5), 1219-1245. doi: 10.1007/s11280-014-0295-z |
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2013 Journal Article On the influence propagation of web videosLiu, Jiajun, Yang, Yi, Huang, Zi, Yang, Yang and Shen, Heng Tao (2013). On the influence propagation of web videos. IEEE Transactions on Knowledge and Data Engineering, 26 (99) 6583164, 1961-1973. doi: 10.1109/TKDE.2013.142 |
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2013 Journal Article Near-duplicate video retrieval: current research and future trendsLiu, Jiajun, Huang, Zi, Cai, Hongyun, Shen, Heng Tao, Ngo, Chong-wah and Wang, Wei (2013). Near-duplicate video retrieval: current research and future trends. ACM Computing Surveys, 45 (4) 2501658, 44.1-44.23. doi: 10.1145/2501654.2501658 |
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2013 Journal Article Image classification with manifold learning for out-of-sample dataHan, Yahong, Xu, Zhongwen, Ma, Zhigang and Huang, Zi (2013). Image classification with manifold learning for out-of-sample data. Signal Processing, 93 (8), 2169-2177. doi: 10.1016/j.sigpro.2012.05.036 |
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2013 Journal Article Effective multiple feature hashing for large-scale near-duplicate video retrievalSong, Jingkuan, Yang, Yi, Huang, Zi, Shen, Heng Tao and Luo, Jiebo (2013). Effective multiple feature hashing for large-scale near-duplicate video retrieval. IEEE Transactions on Multimedia, 15 (8) 6553136, 1997-2008. doi: 10.1109/TMM.2013.2271746 |
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2013 Journal Article Sparse hashing for fast multimedia searchZhu, Xiaofeng, Huang, Zi, Cheng, Hong, Cui, Jiangtao and Shen, Heng Tao (2013). Sparse hashing for fast multimedia search. ACM Transactions on Information Systems, 31 (2) 9, 9.1-9.24. doi: 10.1145/2457465.2457469 |
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2013 Journal Article Local image tagging via graph regularized joint group sparsityYang, Yang, Huang, Zi, Yang, Yi, Liu, Jiajun, Shen, Heng Tao and Luo, Jiebo (2013). Local image tagging via graph regularized joint group sparsity. Pattern Recognition, 46 (5), 1358-1368. doi: 10.1016/j.patcog.2012.10.026 |
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2013 Journal Article Multi-feature fusion via hierarchical regression for multimedia analysisYang, Yi, Song, Jingkuan, Huang, Zi, Ma, Zhigang, Sebe, Nicu and Hauptmann, Alexander G. (2013). Multi-feature fusion via hierarchical regression for multimedia analysis. IEEE Transactions On Multimedia, 15 (3) 6384799, 572-581. doi: 10.1109/TMM.2012.2234731 |
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2013 Journal Article A gram-based string paradigm for efficient video subsequence searchHuang, Zi, Liu, Jiajun, Cui, Bin and Du, Xiaoyong (2013). A gram-based string paradigm for efficient video subsequence search. IEEE Transactions On Multimedia, 15 (3) 6392966, 608-620. doi: 10.1109/TMM.2012.2236307 |
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2013 Journal Article Video-to-shot tag propagation by Graph Sparse Group LassoZhu, Xiaofeng, Huang, Zi, Cui, Jiangtao and Shen, Heng Tao (2013). Video-to-shot tag propagation by Graph Sparse Group Lasso. IEEE Transactions On Multimedia, 15 (3) 6380623, 633-646. doi: 10.1109/TMM.2012.2233723 |
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2013 Journal Article Self-taught dimensionality reduction on the high-dimensional small-sized dataZhu, Xiaofeng, Huang, Zi, Yang, Yang, Shen, Heng Tao, Xu, Changsheng and Luo, Jiebo (2013). Self-taught dimensionality reduction on the high-dimensional small-sized data. Pattern Recognition, 46 (1), 215-229. doi: 10.1016/j.patcog.2012.07.018 |
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2012 Journal Article Dimensionality reduction by mixed kernel canonical correlation analysisZhu, Xiaofeng, Huang, Zi, Shen, Heng Tao, Cheng, Jian and Xu, Changsheng (2012). Dimensionality reduction by mixed kernel canonical correlation analysis. Pattern Recognition, 45 (8), 3003-3016. doi: 10.1016/j.patcog.2012.02.007 |
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2012 Journal Article Extracting representative motion flows for effective video retrievalZhao, Zhe, Cui, Bin, Cong, Gao, Huang, Zi and Shen, Heng Tao (2012). Extracting representative motion flows for effective video retrieval. Multimedia Tools and Applications, 58 (3), 687-711. doi: 10.1007/s11042-011-0763-8 |
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2012 Journal Article Quick identification of near-duplicate video sequences with cut signatureXie, Qing, Zi, Huang, Shen, Heng Tao, Zhou, Xiaofang and Pang, Chaoyi (2012). Quick identification of near-duplicate video sequences with cut signature. World Wide Web, 15 (3), 355-382. doi: 10.1007/s11280-011-0119-3 |
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2012 Journal Article Automatic tagging by exploring tag information capability and correlationZhang, Xiaoming, Huang, Zi, Shen, Heng Tao, Yang, Yang and Li, Zhoujun (2012). Automatic tagging by exploring tag information capability and correlation. World Wide Web, 15 (3), 233-256. doi: 10.1007/s11280-011-0132-6 |
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2012 Journal Article Discovering the most influential sites over uncertain data: A rank based approachZheng, Kai, Huang, Zi, Zhou, Aoying and Zhou, Xiaofang (2012). Discovering the most influential sites over uncertain data: A rank based approach. IEEE Transaction on Knowledge and Data Engineering, 24 (12) 5871623, 2156-2169. doi: 10.1109/TKDE.2011.121 |
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2011 Journal Article Correlation-based retrieval for heavily changed near-duplicate videosLiu, Jiajun, Huang, Zi, Shen, Heng Tao and Cui, Bin (2011). Correlation-based retrieval for heavily changed near-duplicate videos. ACM Transactions on Information Systems, 29 (4) 2037666, 21.1-21.25. doi: 10.1145/2037661.2037666 |
