单位：深圳大学
信息工程学院
地址：深圳市南山区深圳大学南校区信息工程学院N701室
电话: 13226953599
Email: jingxin.xu@szu.edu.cn
教育背景：
2017.10 -- 至今，深圳大学，信号与信息处理，博士后
2014.10 -- 2017.02，昆士兰科技大学， 业务流程管理， 博士后
2010.07 -- 2014.12，昆士兰科技大学， 计算机视觉， 博士
2009.02 -- 2010.07，昆士兰科技大学， 信息技术， 硕士
2004.09 -- 2008.07，西安电子科技大学，电子信息工程，学士
研究兴趣：
机器学习
业务流程管理
计算机视觉
荣誉与奖励：
2010--2014 澳大利亚研究委员会（工业）博士奖学金（APAI）
学术论文：
期刊论文
1. Wynn, Moe T., Poppe, Erik, Xu, Jingxin, ter Hofstede, Arthur H.M., Brown, Ross A., Pini, Azzurra, et al. (2017) ProcessProfiler3D: A visualisation framework for log-based process performance comparison. Decision Support Systems.
2. Suriadi Suriadi, Moe T. Wynn, Jingxin Xu, Wil M.P. vander Aalst, Arthur H.M. ter Hofstede, Discovering Work Prioritisation Patterns from Event Logs, Decision Support Systems, Available online 8 February 2017, ISSN 0167-9236, http://dx.doi.org/10.1016/j.dss.2017.02.002.
3. Xu, Jingxin, Denman, Simon, Fookes, Clinton, & Sridharan, Sridha (2016) Detecting rare events using Kullback-Leibler divergence: A weakly supervised approach. Expert Systems with Applications,
4. Xu, Jingxin, Denman, Simon, Sridharan, Sridha & Fookes, Clinton B. , An Efficient and Robust System for Human-to-Human Interactive Event Detection in Real World Indoor Surveillance Scenes, IEEE Transactions on Circuits and Systems for Video Technology,
5. Xu, Jingxin, Deman, Simon, Reddy, Vikas Sridharan, Sridha, & Fookes, Clinton B (2014) Real Time Video Event Detection in Crowded Scenes using MPEG Derived Features: a Multiple Instance Learning Approach, Pattern Recognition Letters
会议论文
1. Xu, Jingxin, Deman, Simon, Fookes, Clinton B., & Sridharan, Sridha (2015) Detecting Rare Events Using Kullback-Leibler Divergence, 40th International Conference on Acoustic, Speech and Signal Processing (ICASSP 2015)
2. Xu, Jingxin, Deman, Simon, Sridharan, Sridha, & Fookes, Clinton B. (2012) SAIVT-QUT@TRECVid 2012: interactive surveillance event detection. In Over, Paul (Ed.) TRECVid 2012 Proceeding, NIST, Gaithersburg, USA.
3. Xu, Jingxin, Denman, Simon, Fookes, Clinton B., & Sridharan, Sridha (2012) Activity analysis in complicated scenes using DFT coefficients of particle trajectories. In 9th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2012), 18-21 September 2012, Beijing, China.
4. Xu, Jingxin; Denman, S.; Fookes, C.; Sridharan, S., “Unusual Scene Detection Using Distributed Behaviour Model and Sparse Representation,” Advanced Video and Signal-Based Surveillance (AVSS), 2012 IEEE Ninth International Conference on , vol., no., pp.48,53, 18-21 Sept. 2012 doi: 10.1109/AVSS.2012.80.
5. Xu, Jingxin, Denman, Simon, Sridharan, Sridha, Fookes, Clinton B., & Rana, Rajib (2011) Dynamic texture reconstruction from sparse codes for unusual event detection in crowded scenes. In Joint ACM Workshop on Modelling and Representing Events (J-MRE’11), 28 November – 1 December 2011, Hyatt Regency Scottsdale Resort and Spa, Scottsdale, Arizona.
6. Xu, Jingxin, Denman, Simon, Fookes, Clinton B., & Sridharan, Sridha (2011) Unusual Event Detection in Crowded Scenes Using Bag of LBPs in spatio-temporal patches. In DICTA 2011, IEEE, Noosa, QLD, Australia.
7. Xu, Jingxin, Denman, Simon, Sridharan, Sridha, & Fookes, Clinton B. (2011) Activity modelling in crowded environments: a soft decision approach. In The International Conference on Digital Image Computing: Techniques and Applications (DICTA2011), 6-8 December 2011, Sheraton Noosa Resort & Spa, Noosa, QLD.
8. Aalst, Wil M.P. Van Order, Lohmann, Niels, La Rosa, Marcello, & Xu, Jingxin (2010) Correctness ensuring process configuration: an approach based on partner synthesis, 8th international conference on Business Process Management