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2017 Journal Article Learning multiple diagnosis codes for ICU patients with local disease correlation miningWang, Sen, Li, Xue, Chang, Xiaojun, Yao, Lina, Sheng, Quan Z. and Long, Guodong (2017). Learning multiple diagnosis codes for ICU patients with local disease correlation mining. ACM Transactions on Knowledge Discovery from Data, 11 (3) 31, 1-21. doi: 10.1145/3003729 |
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2017 Book Chapter Building Entity Graphs for the Web of Things ManagementYao, Lina, Sheng, Quan Z., Ngu, Anne H.H., Li, Xue, Benatallah, Boualem and Wang, Xianzhi (2017). Building Entity Graphs for the Web of Things Management. Managing the Web of Things: Linking the Real World to the Web. (pp. 275-303) Cambridge, MA, United States: Elsevier . doi: 10.1016/B978-0-12-809764-9.00013-5 |
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2017 Conference Publication Group recommender model based on preference interactionZheng, Wei, Li, Bohan, Wang, Yanan, Yin, Hongzhi, Li, Xue, Guan, Donghai and Qin, Xiaolin (2017). Group recommender model based on preference interaction. 13th International Conference on Advanced Data Mining and Applications, ADMA 2017, Singapore, Singapore, 5–6 November 2017. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-69179-4_10 |
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2017 Conference Publication Past, present, and future trend of GPU computing in deep learning on medical imagesHaryanto, Toto, Suhartanto, Hem and Lie, Xue (2017). Past, present, and future trend of GPU computing in deep learning on medical images. 9th International Conference on Advanced Computer Science and Information Systems (ICACSIS), Jakarta, Indonesia, 28-29 October 2017. Piscataway, NJ, United States: IEEE. doi: 10.1109/ICACSIS.2017.8355007 |
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2017 Conference Publication Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data via Robust Low-Rank Tensor CompletionRuan, Wenjie, Xu, Peipei, Sheng, Quan Z., Falkner, Nickolas J. G., Li, Xue and Zhang, Wei Emma (2017). Recovering Missing Values from Corrupted Spatio-Temporal Sensory Data via Robust Low-Rank Tensor Completion. 22nd International Conference on Database Systems for Advanced Applications (DASFAA), Suzhou Peoples R China, Mar 27-30, 2017. CHAM: SPRINGER INTERNATIONAL PUBLISHING AG. doi: 10.1007/978-3-319-55753-3_38 |
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2017 Conference Publication Generating life course trajectory sequences with recurrent neural networks and application to early detection of social disadvantageWu, Lin, Haynes, Michele, Smith, Andrew, Chen, Tong and Li, Xue (2017). Generating life course trajectory sequences with recurrent neural networks and application to early detection of social disadvantage. Advanced Data Mining and Applications 13th International Conference, Singapore, November 5–6, 2017. Heidelberg, Germany: Springer . doi: 10.1007/978-3-319-69179-4_16 |
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2017 Conference Publication Uncovering locally discriminative structure for feature analysisWang, Sen, Nie, Feiping, Chang, Xiaojun, Li, Xue, Sheng, Quan Z. and Yao, Lina (2017). Uncovering locally discriminative structure for feature analysis. 15th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2016, Riva del Garda, Italy, 19 - 23 September 2016. Cham, Switzerland: Springer. doi: 10.1007/978-3-319-46128-1_18 |
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2017 Conference Publication Structured sentiment analysisAlmars, Abdulqader, Li, Xue, Zhao, Xin, Ibrahim, Ibrahim A., Yuan, Weiwei and Li, Bohan (2017). Structured sentiment analysis. 13th International Conference on Advanced Data Mining and Applications, ADMA 2017, Singapore, Singapore, 5–6 November 2017. Heidelberg, Germany: Springer Verlag. doi: 10.1007/978-3-319-69179-4_49 |
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2017 Conference Publication People opinion topic model: opinion based user clustering in social networksChen, Hongxu, Yin, Hongzhi, Li, Xue, Wang, Meng, Chen, Weitong and Chen, Tong (2017). People opinion topic model: opinion based user clustering in social networks. International Conference on World Wide Web Companion, Perth, Australia, 3-7 April 2017. Geneva, Switzerland: International World Wide Web Conferences Steering Committee. doi: 10.1145/3041021.3051159 |
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2017 Conference Publication Advancing public health genomicsLi, Xue, Zhao, Xin and Zhong, Mingyang (2017). Advancing public health genomics. 2016 International Workshop on Big Data and Information Security, IWBIS 2016, Jakarta, Indonesia, 18 - 19 October 2016. Piscataway, NJ, United States: Institute of Electrical and Electronics Engineers. doi: 10.1109/IWBIS.2016.7872883 |
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2017 Conference Publication Predicting clinical outcomes of Alzheimer’s disease from complex brain networksLi, Xingjuan, Li, Yu and Li, Xue (2017). Predicting clinical outcomes of Alzheimer’s disease from complex brain networks. 13th International Conference on Advanced Data Mining and Applications, ADMA 2017, Singapore,, November 5, 2017-November 6, 2017. CHAM: Springer Verlag. doi: 10.1007/978-3-319-69179-4_36 |
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2017 Conference Publication PDD graph: bridging electronic medical records and biomedical knowledge graphs via entity linkingWang, Meng, Zhang, Jiaheng, Liu, Jun, Hu, Wei, Wang, Sen, Li, Xue and Liu, Wenqiang (2017). PDD graph: bridging electronic medical records and biomedical knowledge graphs via entity linking. The Semantic Web – ISWC 2017: 16th International Semantic Web Conference Vienna, Austria, October 21–25, 2017 Proceedings, Part II, Vienna, Austria, 21-25 October 2017. Cham, Switzerland: Springer Nature. doi: 10.1007/978-3-319-68204-4_23 |
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2016 Journal Article Diagnosis code assignment using sparsity-based disease correlation embeddingWang, Sen, Chang, Xiaojun, Li, Xue, Long, Guodong, Yao, Lina and Sheng, Quan Z. (2016). Diagnosis code assignment using sparsity-based disease correlation embedding. IEEE Transactions on Knowledge and Data Engineering, 28 (12), 3191-3202. doi: 10.1109/TKDE.2016.2605687 |
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2016 Conference Publication Opinion search engineLi, Xue (2016). Opinion search engine. 14th Australasian Data Mining Conference, AusDM 2016, Canberra, ACT, Australia, 6 - 8 December 2016. Brisbane, QLD, Australia: Australian Computer Society. |
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2016 Journal Article Constrained recommendations for query visualizationsIbrahim, Ibrahim A., Albarrak, Abdullah M. and Li, Xue (2016). Constrained recommendations for query visualizations. Knowledge and Information Systems, 51 (2), 1-31. doi: 10.1007/s10115-016-1001-5 |
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2016 Journal Article Mining health examination records - a graph-based approachChen, Ling, Li, Xue, Sheng, Quan Z, Peng, Wen-Chih, Bennett, John, Hu, Hsiao-Yun and Huang, Nicole (2016). Mining health examination records - a graph-based approach. IEEE Transactions on Knowledge and Data Engineering, 28 (9) 7463501, 2423-2437. doi: 10.1109/TKDE.2016.2561278 |
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2016 Journal Article Guest editorial: web of thingsSheng, Quan Z., Li, Xue, Ngu, Anne H. H., Qin, Yongrui and Xie, Dong (2016). Guest editorial: web of things. Information Systems Frontiers, 18 (4), 639-643. doi: 10.1007/s10796-016-9677-3 |
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2016 Journal Article Fast distant support vector data descriptionLing, Ping, You, Xiangyang, Gao, Dajin, Gao, Tao and Li, Xue (2016). Fast distant support vector data description. Memetic Computing, 9 (1), 1-12. doi: 10.1007/s12293-016-0189-y |
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2016 Journal Article Things of interest recommendation by leveraging heterogeneous relations in the internet of thingsYao, Lina, Sheng, Quan Z., Ngu, Anne H. H. and Li, Xue (2016). Things of interest recommendation by leveraging heterogeneous relations in the internet of things. ACM Transactions on Internet Technology, 16 (2) 9, 1-25. doi: 10.1145/2837024 |
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2016 Journal Article Multi-task support vector machines for feature selection with shared knowledge discoveryWang, Sen, Chang, Xiaojun, Li, Xue, Sheng, Quan Z. and Chen, Weitong (2016). Multi-task support vector machines for feature selection with shared knowledge discovery. Signal Processing, 120, 746-753. doi: 10.1016/j.sigpro.2014.12.012 |
