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2020 Journal Article Suicidal ideation detection: a review of machine learning methods and applicationsJi, Shaoxiong, Pan, Shirui, Li, Xue, Cambria, Erik, Long, Guodong and Huang, Zi (2020). Suicidal ideation detection: a review of machine learning methods and applications. IEEE Transactions on Computational Social Systems, 8 (1) 9199553, 214-226. doi: 10.1109/tcss.2020.3021467 |
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2020 Journal Article A time-critical topic model for predicting the survival time of sepsis patientsGuo, Wenping, Xu, Zhuoming, Ye, Xijian, Zhang, Shiqing, Zhao, Xiaoming and Li, Xue (2020). A time-critical topic model for predicting the survival time of sepsis patients. Scientific Programming, 2020 (1) 8884539, 1-13. doi: 10.1155/2020/8884539 |
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2020 Journal Article Bidirectional generative transductive zero-shot learningLi, Xinpeng, Zhang, Dan, Ye, Mao, Li, Xue, Dou, Qiang and Lv, Qiao (2020). Bidirectional generative transductive zero-shot learning. Neural Computing and Applications, 33 (10), 5313-5326. doi: 10.1007/s00521-020-05322-7 |
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2020 Journal Article Editorial for application-driven knowledge acquisitionLi, Xue, Wang, Sen and Li, Bohan (2020). Editorial for application-driven knowledge acquisition. World Wide Web, 23 (5), 2649-2651. doi: 10.1007/s11280-020-00827-6 |
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2020 Journal Article Temporal tree representation for similarity computation between medical patientsPokharel, Suresh, Zuccon, Guido, Li, Xue, Utomo, Chandra Prasetyo and Li, Yu (2020). Temporal tree representation for similarity computation between medical patients. Artificial Intelligence in Medicine, 108 101900, 101900. doi: 10.1016/j.artmed.2020.101900 |
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2020 Journal Article Differentially private collaborative coupling learning for recommender systemsZhang, Yanjun, Bai, Guangdong, Zhong, Mingyang, Li, Xue and Ko, Ryan K. L. (2020). Differentially private collaborative coupling learning for recommender systems. IEEE Intelligent Systems, 36 (1) 9130104, 1-1. doi: 10.1109/MIS.2020.3005930 |
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2020 Journal Article Joint personalized Markov chains with social network embedding for cold-start recommendationZhang, Yijia, Shi, Zhenkun, Zuo, Wanli, Yue, Lin, Liang, Shining and Li, Xue (2020). Joint personalized Markov chains with social network embedding for cold-start recommendation. Neurocomputing, 386, 208-220. doi: 10.1016/j.neucom.2019.12.046 |
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2020 Journal Article Social boosted recommendation with folded bipartite network embeddingChen, Hongxu, Yin, Hongzhi, Chen, Tong, Wang, Weiqing, Li, Xue and Hu, Xia (2020). Social boosted recommendation with folded bipartite network embedding. IEEE Transactions on Knowledge and Data Engineering, 34 (2), 914-926. doi: 10.1109/tkde.2020.2982878 |
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2020 Journal Article IDDSaM: an integrated disease diagnosis and severity assessment model for intensive care unitsShi, Zhenkun, Zuo, Wanli, Liang, Shining, Zuo, Xianglin, Yue, Lin and Li, Xue (2020). IDDSaM: an integrated disease diagnosis and severity assessment model for intensive care units. IEEE Access, 8 8962342, 15423-15435. doi: 10.1109/aCCESS.2020.2967417 |
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2019 Journal Article Hierarchical representation learning for big complex multimedia dataWu, Lin, Wang, Yang, Li, Xue and Gao, Junbin (2019). Hierarchical representation learning for big complex multimedia data. Multimedia Tools and Applications, 78 (21), 30535-30535. doi: 10.1007/s11042-019-08137-4 |
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2019 Journal Article Graph partitioning in the implementation and performance optimization of a hybrid memory system 图划分在混合内存系统的实现与性能优化Li, Qi, Zhong, Jiang and Li, Xue (2019). Graph partitioning in the implementation and performance optimization of a hybrid memory system 图划分在混合内存系统的实现与性能优化. Jisuanji Xuebao/Chinese Journal of Computers, 42 (11), 2481-2498. doi: 10.11897/SP.J.1016.2019.02481 |
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2019 Journal Article Online sales prediction via trend alignment-based multitask recurrent neural networksChen, Tong, Yin, Hongzhi, Chen, Hongxu, Wang, Hao, Zhou, Xiaofang and Li, Xue (2019). Online sales prediction via trend alignment-based multitask recurrent neural networks. Knowledge and Information Systems, 62 (6), 2139-2167. doi: 10.1007/s10115-019-01404-8 |
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2019 Journal Article MMM: multi-source multi-net micro-video recommendation with clustered hidden item representation learningMa, Jingwei, Wen, Jiahui, Zhong, Mingyang, Chen, Weitong and Li, Xue (2019). MMM: multi-source multi-net micro-video recommendation with clustered hidden item representation learning. Data Science and Engineering, 4 (3), 240-253. doi: 10.1007/s41019-019-00101-4 |
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2019 Journal Article A Dynamic Top-k Query Based on the Improved Grid Multi-Dimensional Index TTI 一种基于改进网格多维TTI索引的动态Top-k查询算法Deng, Dan-Ping, Qin, Xiao-Lin, Li, Bo-Han, Zheng, Wei, Liu, Liang and Li, Xue (2019). A Dynamic Top-k Query Based on the Improved Grid Multi-Dimensional Index TTI 一种基于改进网格多维TTI索引的动态Top-k查询算法. Jisuanji Xuebao/Chinese Journal of Computers, 42 (8), 1827-1844. doi: 10.11897/SP.J.1016.2019.01827 |
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2019 Journal Article Where-and-when to look: deep siamese attention networks for video-based person re-identificationWu, Lin, Wang, Yang, Gao, Junbin and Li, Xue (2019). Where-and-when to look: deep siamese attention networks for video-based person re-identification. IEEE Transactions on Multimedia, 21 (6) 8506428, 1412-1424. doi: 10.1109/TMM.2018.2877886 |
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2019 Journal Article Memory management mechanism for hybrid memory architecture based on new non-volatile memoryLi, Qi, Zhong, Jiang, Li, Xue and Li, Qing (2019). Memory management mechanism for hybrid memory architecture based on new non-volatile memory. Tien Tzu Hsueh Pao/Acta Electronica Sinica, 47 (3), 664-670. doi: 10.3969/j.issn.0372-2112.2019.03.021 |
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2019 Journal Article Modelling user attitudes using hierarchical sentiment-topic modelAlmars, Abdulqader, Li, Xue and Zhao, Xin (2019). Modelling user attitudes using hierarchical sentiment-topic model. Data and Knowledge Engineering, 119, 139-149. doi: 10.1016/j.datak.2019.01.005 |
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2019 Journal Article Optimizing streaming graph partitioning via a heuristic greedy method and caching strategyLi, Qi, Zhong, Jiang, Cao, Zehong and Li, Xue (2019). Optimizing streaming graph partitioning via a heuristic greedy method and caching strategy. Optimization Methods and Software, 35 (6), 1-16. doi: 10.1080/10556788.2018.1553971 |
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2018 Journal Article Social event detection with retweeting behavior correlationChen, Xi, Zhou, Xiangmin, Sellis, Timos and Li, Xue (2018). Social event detection with retweeting behavior correlation. Expert Systems with Applications, 114, 516-523. doi: 10.1016/j.eswa.2018.08.022 |
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2018 Journal Article Adaptive recognition of different accents conversations based on convolutional neural networkZhong, Jiang, Zhang, Pan and Li, Xue (2018). Adaptive recognition of different accents conversations based on convolutional neural network. Multimedia Tools and Applications, 78 (21), 30749-30767. doi: 10.1007/s11042-018-6590-4 |
