暨深大管院工商管理系启真论坛第39期

来源: 发布时间:2018-06-13 14:39:14 浏览量:
“深大管院工商管理系启真论坛”是管理学院工商管理系创办的学术论坛系列,论坛本着“前沿、学术、求知、探真”的宗旨,邀请来自工商管理各领域学有专长的学者就重大理论与实践问题进行报告、对话和沟通,以期能拓展思路、开阔视野、深化思考。
 
报告主题:Statistical Learning Techniques and Applications in Big Data Environment
 
报告人:Yang Zhao
报告人简介:Yang Zhao received her Ph.D. degree from City University of Hong Kong in 2015 and her Bachelor’s degree in Statistics from Shandong University of Science and Technology in 2011. She is currently Scientific Officer in the Centre for Systems Informatics Engineering at City University of Hong Kong. Her research interests are in machine learning and statistics, especially their application to real problems. She has published over 20 articles in the last 5 years, including 11 peer-reviewed journal papers (SCI) in computer science, data science, health care, intelligent transportation, system health monitoring and management, etc.
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Abstract:
The increasing number and variety of sensors deployed across many applications presents us with exceptionally large data. Statistical learning seeks to provide a framework for finding predictive functions or underlying patterns based on data. It is a recently developed area in statistics and blends with parallel developments in computer science; in particular, machine learning. In this talk, the research challenges studied have been abstracted from several critical problems reported in the tasks of imbalanced classification and clustering, and we will present effective solutions for these tasks in the framework of statistical learning. Additionally, we will provide an overview on data-driven health monitoring and management, and discuss some practical applications including public health surveillance and smart health care.
 
报告时间:2018年6月13日(周三)10:00AM
报告地点:文科楼1400
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管理学院工商管理系
  2018年6月12日
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