The University of Queensland

Compressive representation for device-free activity recognition with passive RFID signal strength

Yao, Lina, Sheng, Quan Z., Li, Xue, Gu, Tao, Tan, Mingkui, Wang, Xianzhi, Wang, Sen and Ruan, Wenjie (2018) Compressive representation for device-free activity recognition with passive RFID signal strength. IEEE Transactions On Mobile Computing, 17 2: 293-306. doi:10.1109/TMC.2017.2706282

Answering why-not questions on semantic multimedia queries

Wang, Meng, Chen, Weitong, Wang, Sen, Liu, Jun, Li, Xue and Stantic, Bela (2017) Answering why-not questions on semantic multimedia queries. Multimedia Tools and Applications, 77 3: 3405-3429. doi:10.1007/s11042-017-5151-6

A multiview learning framework with a linear computational cost

Xue, Xiaowei, Nie, Feiping, Li, Zhihui, Wang, Sen, Li, Xue and Yao, Min (2017) A multiview learning framework with a linear computational cost. IEEE Transactions on Cybernetics, 48 8: 2416-2425. doi:10.1109/TCYB.2017.2739423

Collaborative text categorization via exploiting sparse coefficients

Yao, Lina, Sheng, Quan Z., Wang, Xianzhi, Wang, Shengrui, Li, Xue and Wang, Sen (2017) Collaborative text categorization via exploiting sparse coefficients. World Wide Web: internet and web information systems, 21 2: 1-22. doi:10.1007/s11280-017-0460-2

Learning multiple diagnosis codes for ICU patients with local disease correlation mining

Wang, 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: . doi:10.1145/3003729

Diagnosis code assignment using sparsity-based disease correlation embedding

Wang, 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

Compound rank-k projections for bilinear analysis

Chang, Xiaojun, Nie, Feiping, Wang, Sen, Yang, Yi, Zhou, Xiaofang and Zhang, Chengqi (2016) Compound rank-k projections for bilinear analysis. IEEE Transactions on Neural Networks and Learning Systems, 27 7: 1502-1513. doi:10.1109/TNNLS.2015.2441735

Multi-task support vector machines for feature selection with shared knowledge discovery

Wang, 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

Multi-label classification via learning a unified object-label graph with sparse representation

Yao, Lina, Sheng, Quan Z., Ngu, Anne H.H., Gao, Byron J., Li, Xue and Wang, Sen (2015) Multi-label classification via learning a unified object-label graph with sparse representation. World Wide Web, 19 6: 1-25. doi:10.1007/s11280-015-0376-7

Compact representation for large-scale unconstrained video analysis

Wang, Sen, Pan, Pingbo, Long, Guodong, Chen, Weitong, Li, Xue and Sheng, Quan Z. (2015) Compact representation for large-scale unconstrained video analysis. World Wide Web, 19 2: 231-246. doi:10.1007/s11280-015-0354-0

Graph-based clustering and ranking for diversified image search

Yan, Yan, Liu, Gaowen, Wang, Sen, Zhang, Jian and Zheng, Kai (2014) Graph-based clustering and ranking for diversified image search. Multimedia Systems, 23 1: 41-52. doi:10.1007/s00530-014-0419-4

Structured streaming skeleton: a new feature for online human gesture recognition

Zhao, Xin, Li, Xue, Pang, Chaoyi, Sheng, Quan Z., Wang, Sen and Ye, Mao (2014) Structured streaming skeleton: a new feature for online human gesture recognition. ACM Transactions on Multimedia Computing, Communications and Applications, 11 Supp. 1s: 22:1-22:18. doi:10.1145/2648583

Semi-supervised multiple feature analysis for action recognition

Wang, Sen, Ma, Zhigang, Yang, Yi, Li, Xue, Pang, Chaoyi and Hauptmann, Alexander G. (2014) Semi-supervised multiple feature analysis for action recognition. IEEE Transactions on Multimedia, 16 2: 289-298. doi:10.1109/TMM.2013.2293060

Human action recognition based on semi-supervised discriminant analysis with global constraint

Zhao, Xin, Li, Xue, Pang, Chaoyi and Wang, Sen (2013) Human action recognition based on semi-supervised discriminant analysis with global constraint. Neurocomputing, 105 45-50. doi:10.1016/j.neucom.2012.04.038

Computing Unrestricted Synopses Under Maximum Error Bound

Pang, Chaoyi, Zhang, Qing, Zhou, Xiaofang, Hansen, David, Wang, Sen and Maeder, Anthony (2013) Computing Unrestricted Synopses Under Maximum Error Bound. Algorithmica, 65 1: 1-42. doi:10.1007/s00453-011-9571-9

EEG-based motion intention recognition via multi-task RNNs

Chen, Weitong, Wang, Sen, Zhang, Xiang, Yao, Lina, Yue, Lin, Qian, Buyue and Li, Xue (2018). EEG-based motion intention recognition via multi-task RNNs. In: Martin Ester and Dino Pedreschi, Proceedings of the 2018 SIAM International Conference on Data Mining. 2018 SIAM International Conference on Data Mining, SDM 2018, San Diego, CA, United States, (279-287). 3-5 May 2018. doi:10.1137/1.9781611975321.32

PDD graph: bridging electronic medical records and biomedical knowledge graphs via entity linking

Wang, 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. In: Claudia d'Amato, Miriam Fernandez, Valentina Tamma, Freddy Lecue, Philippe Cudré-Mauroux, Juan Sequeda, Christoph Lange and Jeff Heflin, The Semantic Web – ISWC 2017: 16th International Semantic Web Conference, Proceedings. The Semantic Web – ISWC 2017: 16th International Semantic Web Conference Vienna, Austria, October 21–25, 2017 Proceedings, Part II, Vienna, Austria, (219-227). 21-25 October 2017. doi:10.1007/978-3-319-68204-4_23

Uncovering locally discriminative structure for feature analysis

Wang, Sen, Nie, Feiping, Chang, Xiaojun, Li, Xue, Sheng, Quan Z. and Yao, Lina (2017). Uncovering locally discriminative structure for feature analysis. In: Paolo Frasconi, Niels Landwehr, Giuseppe Manco and Jilles Vreeken, 15th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2016. 15th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2016, Riva del Garda, Italy, (281-295). 19 - 23 September 2016. doi:10.1007/978-3-319-46128-1_18

Classification based on compressive multivariate time series

Utomo, Chandra, Li, Xue and Wang, Sen (2016). Classification based on compressive multivariate time series. In: Databases Theory and Applications - 27th Australasian Database Conference, ADC 2016, Proceedings. 27th Australasian Database Conference on Databases Theory and Applications, ADC 2016, Sydney Australia, (204-214). 28-29 September 2016. doi:10.1007/978-3-319-46922-5_16

Freedom: online activity recognition via dictionary-based sparse representation of RFID sensing data

Yao, Lina, Sheng, Quan Z., Li, Xue, Wang, Sen, Gu, Tao, Ruan, Wenjie and Zou, Wan (2016). Freedom: online activity recognition via dictionary-based sparse representation of RFID sensing data. In: Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. 15th IEEE International Conference on Data Mining, ICDM 2015, Atlantic City, United States, (1087-1092). 14-17 November 2015. doi:10.1109/ICDM.2015.102

Learning from less for better: semi-supervised activity recognition via shared structure discovery

Yao, Lina, Nie, Feiping, Sheng, Quan Z., Gu, Tao, Li, Xue and Wang, Sen (2016). Learning from less for better: semi-supervised activity recognition via shared structure discovery. In: UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp 2016, Heidelberg, Germany, (13-24). 12-16 September 2016. doi:10.1145/2971648.2971701

Unobtrusive posture recognition via online learning of multi-dimensional RFID received signal strength

Yao, Lina, Sheng, Quan Z., Ruan, Wenjie, Li, Xue, Wang, Sen and Yang, Zhi (2016). Unobtrusive posture recognition via online learning of multi-dimensional RFID received signal strength. In: 21st IEEE International Conference on Parallel and Distributed Systems, ICPADS 2015. 2015 IEEE 21st International Conference on Parallel and Distributed Systems, ICPADS 2015, Melbourne, Victoria, Australia, (116-123). 14- 17 December 2015. doi:10.1109/ICPADS.2015.23

Unsupervised feature analysis with class margin optimization

Wang, Sen, Nie, Feiping, Chang, Xiaojun, Yao, Lina, Li, Xue and Sheng, Quan Z. (2015). Unsupervised feature analysis with class margin optimization. In: Annalisa Appice, Pedro Pereira Rodrigues, Vítor Santos Costa, Carlos Soares, João Gama and Alípio Jorge, Machine Learning and Knowledge Discovery in Databases, Part I. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Porto, Portugal, (383-398). 7-11 Sep 2015. doi:10.1007/978-3-319-23528-8_24

Mining personal health index from annual geriatric medical examinations

Chen, Ling, Li, Xue, Wang, Sen, Hu, Hsiao-Yun, Huang, Nicole, Sheng, Quan Z. and Sharaf, Mohamed (2014). Mining personal health index from annual geriatric medical examinations. In: Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang and Xindong Wu, 2014 IEEE International Conference on Data Mining (ICDM). 2014 IEEE International Conference on Data Mining, Shenzhen, China, (761-766). 14-17 December 2014. doi:10.1109/ICDM.2014.32

Semi-supervised feature analysis for multimedia annotation by mining label correlation

Chang, Xiaojun, Shen, Haoquan, Wang, Sen, Liu, Jiajun and Li, Xue (2014). Semi-supervised feature analysis for multimedia annotation by mining label correlation. In: Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen and Hung-Yu Kao, Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Proceedings. 18th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2014, Tainan, Taiwan, (74-85). 13 - 16 May 2014. doi:10.1007/978-3-319-06605-9_7

Fall detection in multi-camera surveillance videos: experimentations and observations

Wang, Sen, Xu, Zhongwen, Yang, Yi, Li, Xue, Pang, Chaoyi and Haumptmann, Alexander G. (2013). Fall detection in multi-camera surveillance videos: experimentations and observations. In: Alexia Briasouli, Jenny Benois-Pineau and Alexander Hauptmann, MIIRH 2013: Proceedings of the 1st ACM International Workshop on Multimedia Indexing and Information Retrieval for Heathcare. 1st ACM International Workshop on Multimedia Indexing and Information Retrieval for Heathcare (MIIRH 2013), Barcelona, Spain, (33-38). 22 October 2013. doi:10.1145/2505323.2505331

Online action recognition by template matching

Zhao, Xin, Wang, Sen, Li, Xue and Zhang, Hao Lan (2013). Online action recognition by template matching. In: Guangyan Huang, Xiaohui Liu, Jing He, Frank Klawonn and Guiqing Yao, Health Information Science - Second International Conference, HIS 2013, Proceedings. 2nd International Conference on Health Information Science, HIS 2013, London, United Kingdom, (269-272). 25-27 March 2013. doi:10.1007/978-3-642-37899-7_25

Action recognition by exploring data distribution and feature correlation

Wang, Sen, Yang, Yi, Ma, Zhigang, Li, Xue, Pang, Chaoyi and Hauptmann, Alexander G. (2012). Action recognition by exploring data distribution and feature correlation. In: 2012 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Providence, RI, United States, (1370-1377). 16-21 June 2012. doi:10.1109/CVPR.2012.6247823

On the prediction of re-tweeting activities in social networks – a report on WISE 2012 Challenge

Unankard, Sayan, Chen, Ling, Li, Peng, Wang, Sen, Huang, Zi, Sharaf, Mohamed A. and Li, Xue (2012). On the prediction of re-tweeting activities in social networks – a report on WISE 2012 Challenge. In: X. Sean Wang, Isabel Cruz, Alex Delis and Guangyan Huang, Proceedings of the 13th International Conference on Web Information Systems Engineering (WISE 2012). 13th International Conference on Web Information Systems Engineering (WISE 2012), Paphos, Cyprus, (744-754). 28 - 30 November 2012. doi:10.1007/978-3-642-35063-4_61

Effective Algorithms for Human Action Recognition

Wang, Sen (2014). Effective Algorithms for Human Action Recognition PhD Thesis, School of Information Technology and Electrical Engineering, The University of Queensland.