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中山大学深圳校区智能工程学院导师教师师资介绍简介-姜善成

本站小编 Free考研考试/2021-05-15


  一、教师简介
  姜善成,博士,助理教授,硕士生导师,中山大学“****”引进人才。分别于2012年及2014年在东北大学获得学士及硕士学位。2018年于香港城市大学获得博士学位。并于2017年11月至2019年3月在香港理工大学容启亮讲座教授团队担任副研究员。

  二、学科方向
  目前主要研究方向为智能优化算法、机器学习、深度学习、计算机视觉、智慧医疗等。

  
  三、科研项目
  2019年至今,中山大学“****”科研启动经费;
  2012-2019年,国家自然科学基金-青年项目:医疗大数据环境下基于人工智能的皮肤病自动诊断系统研究,20万元,2019-2021,主持,在研。

四、论著专利
  期刊论文
  [1] Shancheng Jiang, Kwai-Sang Chin, Long Wang, Gang Qu, & Kwok L Tsui (2017). Modified genetic algorithm-based feature selection combined with pre-trained deep neural network for demand forecasting in outpatient department. Expert Systems with Applications ,82, 216-230. (SCI JCR-Q1, IF 3.768)
  [2] Shancheng Jiang, Kwai-Sang Chin, & Kwok L Tsui (2018). A Universal Deep Learning Approach for Modeling the Flow of Patients under Different Severities. Computer Methods and Programs in Biomedicine , 154, 191-203. (SCI, JCR-Q1, IF 2.674)
  [3] Shancheng Jiang, Kwai-Sang Chin, Gang Qu, & Kwok L Tsui (2018). An Integrated Machine Learning Framework for Hospital Readmission Prediction. Knowledge-Based Systems , 146, 73-99. (SCI JCR-Q1, IF 4.396)
  [4] Rui Jin, Long Wang*, Chao Huang, and Shancheng Jiang*, Wind Turbine Generation Performance Monitoring with Jaya algorithm. International Journal of Energy Research , accepted at 09-Jan-2019, (JCR-Q1, IF 3.009)

  会议论文
  [1] Shancheng Jiang and K. S. Chin, Demand Forecasting in Outpatient Department with a Universal Deep Learning Framework, invited presentation in INFORMS 2016 International Meeting , Kona, U.S.A, (2016).(运筹学顶级会议受邀报告)
  [2] Shancheng Jiang and K. S. Chin, Forecasting the Volume of Patient Arrival to an Emergency Department in Hong Kong using Time Series Regression Method and Artificial Intelligence Method, IAQ WORLD QUALITY FORUM , Budapest, Hungary, (2015).
  [3] Shancheng Jiang, Jiafu Tang, and Guangwei Chen, Modeling the Scheduling Problem of Break-up and Make-up Process for Cargo Trains in Chinese Railway Marshalling Yard, Proceedings of 2013 International Conference on Industrial Engineering and Management Science (ICIEMS 2013).

五、社会服务
  Intelligent Automation and Soft Computing 客座编辑,
  http://wacong.org/autosoft/auto/specialissues.html#specialissue4
  IEEE Transactions on Neural Networks and Learning Systems, IEEE Journal of Biomedical and Health Informatics, Industrial Engineering & Management Systems 等期刊审稿人。

  六、联系方式
  电子邮箱: jiangshch3@mail.sysu.edu.cn;
pfc24@126.com


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