名师讲堂:Recent Trends in Reliability and Statistical Machine Learning

文:人力资源部教师发展中心 / 来源:机电学院 党委教师工作部、人力资源部 / 2021-06-28 / 点击量:2470

  人力资源部教师发展中心“名师讲堂”活动特别邀请美国罗格斯大学Hoang Pham教授来校作学术交流。具体安排如下,欢迎广大师生参加。

  一、主 题:Recent Trends in Reliability and Statistical Machine Learning

  二、主讲人:美国罗格斯大学 Hoang Pham 教授

  三、时 间:2021年6月30日(周三)10:00-11:30

  四、地 点:腾讯会议 会议 ID:230 487 702

  五、内容简介:

  We're living in an era of fast and unpredictable change. Billions of people are connected to each other through their mobile devices. Data is being collected and processed like never before. Automation, machine learning, cloud computing, AI, and Internet of Everything (IoE) — these are no longer revolutionary concepts, they are our reality. The Fourth Industrial Revolution (or Industry 4.0) will impact jobs, bring formidable challenges at the same time it will bring immense opportunities in many technical areas especially in IT computing skills, AI, robotics and analytics.

  The era of big data through reliability and statistical machine computing with almost all applications has experienced a dramatic shift in the past two decades to a truly global industry. The forces that have driven this change are still at play and will continue. In this talk I will discuss: (1) recent trends in system reliability and maintenance modeling as well as criteria for model selection, and (2) statistical machine-learning results of various applications from distribution parameter prediction to breast cancer detection to the Covid-19 pandemic.

  六、主讲人简介:

  Dr. Hoang Pham is a Distinguished Professor and former Chairman (2007-2013) of the Department of Industrial and Systems Engineering at Rutgers University, New Jersey.He is a Fellow of the IEEE and IISE. Before joining Rutgers, he was a Senior Engineering Specialist with the Boeing Company and the Idaho National Engineering Laboratory. He has been served as Editor-in-Chief, Editor, Associate Editor, Guest Editor and board member of many journals and also the Editor of Springer Book Series in Reliability Engineering. He is the author or coauthor of 7 books and has published over 190 journal articles, 100 conference papers, and edited 15 books including Springer Handbook in Engineering Statistics and Handbook in Reliability Engineering. He has delivered over 40 invited keynote and plenary speeches at many international conferences. His numerous awards include the 2009 IEEE Reliability Society Engineer of the Year Award.

  七、主办单位:人力资源部教师发展中心

    承办单位:机械与电气工程学院


                     人力资源部教师发展中心

                       2021年6月28日                

 

编辑:林坤  / 审核:林坤  / 发布者:陈伟