Dr. Xiaoxu He, PhD

Bin Affiliation
Postdoctoral Fellow
University of Western Ontario

Research Interests
Medical image analysis, Computer vision, Machine learning
Education
2015 - present Postdoctoral fellow.
2009 - 2014 Doctor of Philosophy, Computer Application Technology, University of Science and Technology of China, China.
2005 - 2009 Bachelor of Science, Computer Science and Technology, Shandong Normal University, China.
Publications
Journal Articles
1. Xiaoxu he, Chenxi Shao, and Yan Xiong, “A new similarity measure based on shape information for invariant with multiple distortions,” Neurocomputing , vol. 129, pp. 556-569, 2014.
2. Xiaoxu he, Chenxi Shao, and Yan Xiong, “ A non-parametric symbolic approximate representation for long time series,” Pattern Analysis and Applications, DOI:10.1007/s10044-014-0395-5(Online First), 2014.
3. Xiaoxu he, Chenxi Shao, and Yan Xiong, “Improving Time Series Accuracy:Combining Global and Local Information in the Similarity Criterion,” Latin American Applied Research, To appear in vol.44,no.3, 2014.
4. Xiaoxu he, Chenxi Shao, and Yan Xiong, “ Using an SQP Algorithm to Choose the Feature Set for Data Field Clustering,” Smart Computing Review, vol. 3, no.4, pp.210-219, 2013.
5. Xiaoxu he, Chenxi Shao, and Yan Xiong, “ Accurate classification of time series based on a new robust similarity measure,” Journal of Computational Information Systems, vol. 9, no.9, pp.3521-3528, 2013.
 
Conference Proceedings
1. Xiaoxu he, Chenxi Shao, and Yan Xiong, “A New Dynamic Clustering Method based on Nuclear Field,” 2014 10th International Conference on Natural Computation (ICNC 2014), China, August 2014.
2. Xiaoxu he, Chenxi Shao, and Yan Xiong, "An approach based on TSA-tree for accurate time series classification,"2012 IEEE 2nd International Conference on Cloud Computing and Intelligence Systems (CCIS 2012), China, October 2012.
3. Chenxi Shao, Xiaoxu He, Songtao Tong, Huiling Dou, Ming Yang, and ZicaiWang, " Optimization for nonlinear time series and forecast for sleep," 2010 International Conference on Life System Modeling and Simulation (LSMS 2010), China, September 2010.
 

 

Honours and Awards
2013 Google Anita Borg Scholarship .
 
Contact Information
Office Phone 519-646-6000 (ext. 64626)
Email xiaoxuhe111@gmail.com