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2020

Journal Article

Suicidal ideation detection: a review of machine learning methods and applications

Ji, 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

Suicidal ideation detection: a review of machine learning methods and applications

2020

Journal Article

A time-critical topic model for predicting the survival time of sepsis patients

Guo, 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

A time-critical topic model for predicting the survival time of sepsis patients

2020

Journal Article

Bidirectional generative transductive zero-shot learning

Li, 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

Bidirectional generative transductive zero-shot learning

2020

Journal Article

Editorial for application-driven knowledge acquisition

Li, 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

Editorial for application-driven knowledge acquisition

2020

Journal Article

Temporal tree representation for similarity computation between medical patients

Pokharel, 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

Temporal tree representation for similarity computation between medical patients

2020

Journal Article

Differentially private collaborative coupling learning for recommender systems

Zhang, 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

Differentially private collaborative coupling learning for recommender systems

2020

Journal Article

Joint personalized Markov chains with social network embedding for cold-start recommendation

Zhang, 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

Joint personalized Markov chains with social network embedding for cold-start recommendation

2020

Journal Article

Social boosted recommendation with folded bipartite network embedding

Chen, 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

Social boosted recommendation with folded bipartite network embedding

2020

Journal Article

IDDSaM: an integrated disease diagnosis and severity assessment model for intensive care units

Shi, 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

IDDSaM: an integrated disease diagnosis and severity assessment model for intensive care units

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

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

2019

Journal Article

Hierarchical representation learning for big complex multimedia data

Wu, 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

Hierarchical representation learning for big complex multimedia data

2019

Journal Article

Online sales prediction via trend alignment-based multitask recurrent neural networks

Chen, 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

Online sales prediction via trend alignment-based multitask recurrent neural networks

2019

Journal Article

MMM: multi-source multi-net micro-video recommendation with clustered hidden item representation learning

Ma, 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

MMM: multi-source multi-net micro-video recommendation with clustered hidden item representation learning

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

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

2019

Journal Article

Where-and-when to look: deep siamese attention networks for video-based person re-identification

Wu, 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

Where-and-when to look: deep siamese attention networks for video-based person re-identification

2019

Journal Article

Memory management mechanism for hybrid memory architecture based on new non-volatile memory

Li, 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

Memory management mechanism for hybrid memory architecture based on new non-volatile memory

2019

Journal Article

Optimizing streaming graph partitioning via a heuristic greedy method and caching strategy

Li, 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

Optimizing streaming graph partitioning via a heuristic greedy method and caching strategy

2019

Journal Article

Modelling user attitudes using hierarchical sentiment-topic model

Almars, 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

Modelling user attitudes using hierarchical sentiment-topic model

2018

Journal Article

Social event detection with retweeting behavior correlation

Chen, 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

Social event detection with retweeting behavior correlation

2018

Journal Article

Adaptive recognition of different accents conversations based on convolutional neural network

Zhong, 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

Adaptive recognition of different accents conversations based on convolutional neural network