Hao Yan is an assistant professor in School of Computing and Augmented Intelligence at Arizona State University. He obtained a bachelor's degree in physics and dual degree in economics from Peking University in 2011. Yan received his master's degree in statistics in 2015, a master's degree in computational science and engineering in 2016 and a doctorate in industrial and systems engineering in Georgia Institute of Technology in 2017.
His research interests include machine learning, data analytics for images, profiles and time series data for change detection and localization, and spatial-temporal analysis.
My research interests focus on developing efficient and scalable machine learning and representation learning algorithms for large-scale high-dimensional data with complex heterogeneous data structure to extract information or useful features for the purpose of data fusion for assessment of system performance, early detection of system anomalies, intelligent sampling and sensing for data collection and decision making to achieve optimal system performance. My research lies at the intersection of statistics, machine learning and industrial engineering can be categorized into the following areas:
More specifically, my main research includes
Summer 2022 | |
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Course Number | Course Title |
IEE 795 | Continuing Registration |
Spring 2022 | |
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Course Number | Course Title |
IEE 577 | Data Sci Sys Decision Analyt |
IEE 580 | Practicum |
IEE 584 | Internship |
CSE 598 | Special Topics |
STP 599 | Thesis |
IEE 599 | Thesis |
IEE 792 | Research |
IEE 795 | Continuing Registration |
IEE 799 | Dissertation |
Fall 2021 | |
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Course Number | Course Title |
IEE 474 | Quality Control |
IEE 580 | Practicum |
IEE 584 | Internship |
IEE 599 | Thesis |
IEE 784 | Internship |
IEE 792 | Research |
IEE 795 | Continuing Registration |
IEE 799 | Dissertation |
Summer 2021 | |
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Course Number | Course Title |
IEE 795 | Continuing Registration |
Spring 2021 | |
---|---|
Course Number | Course Title |
IEE 577 | Data Sci Sys Decision Analyt |
IEE 580 | Practicum |
IEE 584 | Internship |
STP 599 | Thesis |
IEE 599 | Thesis |
IEE 605 | Foundations of Information Sys |
IEE 784 | Internship |
IEE 795 | Continuing Registration |
IEE 799 | Dissertation |
Fall 2020 | |
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Course Number | Course Title |
IEE 474 | Quality Control |
IEE 584 | Internship |
IEE 599 | Thesis |
IEE 784 | Internship |
IEE 792 | Research |
IEE 799 | Dissertation |
Spring 2020 | |
---|---|
Course Number | Course Title |
IEE 577 | Data Sci Sys Decision Analyt |
IEE 580 | Practicum |
IEE 584 | Internship |
STP 599 | Thesis |
IEE 599 | Thesis |
IEE 784 | Internship |
IEE 792 | Research |
IEE 795 | Continuing Registration |
IEE 799 | Dissertation |
Fall 2019 | |
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Course Number | Course Title |
IEE 474 | Quality Control |
IEE 584 | Internship |
IEE 599 | Thesis |
IEE 784 | Internship |
IEE 792 | Research |
Spring 2019 | |
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Course Number | Course Title |
IEE 580 | Practicum |
IEE 584 | Internship |
IEE 599 | Thesis |
IEE 605 | Foundations of Information Sys |
IEE 795 | Continuing Registration |
Fall 2018 | |
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Course Number | Course Title |
IEE 572 | Design Engineering Experiments |
IEE 584 | Internship |
IEE 599 | Thesis |
Summer 2018 | |
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Course Number | Course Title |
IEE 584 | Internship |
Spring 2018 | |
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Course Number | Course Title |
IEE 598 | Special Topics |
Fall 2017 | |
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Course Number | Course Title |
IEE 572 | Design Engineering Experiments |