赵众      特聘研究员

性别:

邮箱: zzhao@szu.edu.cn

办公室: 机电楼s627室

人才称号: 深圳市海外高层次人才

最终学位: 博士

办公电话:

导师资格: 硕士生导师

研究领域:

AI与精神疾病诊治、孤独症自动化筛查、情感计算、动作捕捉、可穿戴、机器学习

主讲本科课程:

自动化专业英语
心理健康的自动化筛查

主讲研究生课程:

专业英语
应用实验设计与统计分析
工程伦理

教育背景:

2013–2017,法国蒙彼利埃大学,人体运动科学学院,人体运动学博士学位;
2009–2011,瑞典隆德大学,医学院,医学硕士学位;
2004–2009,天津医科大学,医学人文科学系,临床医学学士学位。

工作履历:

2017至今,深圳大学机电学院人因工程研究所,副教授
2014–2015,法国蒙彼利埃大学,助教
2012–2013,法国蒙彼利埃大学Epsylon;研究助理

主持项目:

国家自然科学基金-面上项目
深圳市科创委-面上项目
深圳大学研究项目
华为终端有限公司合作项目

代表期刊论文 :

1.    Zhao, Z., Tang, H., Zhang, X., Qu, X., Hu, X. and Lu, J. (2021). Classification of Children With Autism and Typical Development Using Eye-Tracking Data from Face-to-Face Conversations: Machine Learning Model Development and Performance Evaluation. Journal of Medical Internet Research 23(8): e29328
2.    Zhao, Z., Zhu, Z., Zhang, X., Tang, H., Xing, J., Hu, X., Lu, J., Peng, Q. and Qu, X. (2021). Atypical Head Movement during Face-to-Face Interaction in Children with Autism Spectrum Disorder. Autism Research. https://doi.org/10.1002/aur.2478
3.    Zhao, Z., Tang, H., Zhang, X., Zhu, Z., Xing, J., Li, W., Tao, D., Qu, X. and Lu, J. (2021). Characteristics of visual fixation in Chinese children with autism during face-to-face conversations. Journal of Autism and Developmental Disorders. DOI: 10.1007/s10803-021-04985-y
4.    Zhao, Z., Zhu, Z., Zhang, X., Tang, H., Xing, J., Hu, X., Lu, J., and Qu, X. (2021). Identifying autism with head movement features by implementing machine learning algorithms. Journal of Autism and Developmental Disorders. DOI: 10.1007/s10803-021-05179-2
5.    Zhao, Z., Xing J., Zhang, X.,Qu X., Hu, X., and Lu, J. (2021). Random and short-term excessive eye movement in children with autism during face-to-face conversation. Journal of Autism and Developmental Disorders. In press
6.    Zhao Z., Zhang X., Li W., Hu X., Qu X., Cao X., Liu Y., & Lu J. (2019). Applying machine learning to identify autism with restricted kinematic features. IEEE Access. DOI: 10.1109/ACCESS.2019.2950030
7.    Zhao Z., Salesse, R. N., Qu X., Marin L., Gueugnon M. & Bardy, B. G. (2019). Influence of perceived emotion and gender on social motor coordination. British Journal of Psychology. https://doi.org/10.1111/bjop.12419
8.    Zhao, Z., Salesse, R. N., Marin L. Gueugnon M. & Bardy, B. G. (2017). Likability’s effect on interpersonal motor coordination: exploring natural gaze direction. Frontiers in Psychology, 8:1864
9.    Zhao, Z., Salesse, R. N., Gueugnon M., Schmidt, R. C., Marin L. & Bardy, B. G. (2015). Moving attractive virtual agent improves interpersonal coordination stability. Human Movement Science, 41: 240-254. DOI 10.1016/j.humov.2015.03.012
10.    Hu, x., Shen, F., Zhao, Z., Qu, X., Ye, J. (2020) An individualized gait pattern prediction model based on the least absolute shrinkage and selection operator regression. Journal of Biomechanics 112(16):110052
11.    Gueugnon, M., Salesse, R.N, Coste, A., Zhao, Z., Bardy, B.G. & Marin, L. (2016). Postural coordination during socio-motor improvisation. Frontiers in Psychology, 7. DOI: 10.3389/fpsyg.2016.01168
12.    Gueugnon, M., Salesse, R.N, Coste, A., Zhao, Z., Bardy, B.G. & Marin, L. (2016). The acquisition of socio-motor improvisation. Human Movement Science, 46:117-28. doi: 10.1016/j.humov.2015.12.005

代表会议论文:

1. Zhao Z., Zhang X., Hu X., Cao X., Lu J., Qu X. (2020). A Preliminary Study on the Assessment of Restrictedness in High Functioning Autism. Advances in Intelligent Systems and Computing, 1006. doi.org/10.1007/978-981-13-9406-5_40
2. Zhao, Z., Salesse, R. N., Gueugnon M., Schmidt, R. C., Marin L. & Bardy, B. G. (2015). How you look like matters: Impact of physical attractiveness on interpersonal coordination. Studies in Perception & Action XIII, M. Mouse & A. Lincoln (Eds.), Taylor & Francis Group, LLC.
3. Bardy, B. G., Salesse, R. N., Gueugnon, M., Zhao, Z., Lagarde, J., & Marin, L. (2014). Movement similarities and differences during social interaction. Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics (pp. 786-791). October 5-8: San Diego, CA, DOI 10.1109/SMC.2014.6974004
4. Gueugnon, M., Salesse, R. N., Bardy, B. G., Zhao, Z., Schmidt, R. C., & Marin, L. (2015). Spontaneaous dynamic of intrapersonal postural coordination. Studies in Perception & Action XIII, M. Mouse & A. Lincoln (Eds.), Taylor & Francis Group, LLC.

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