Research output per year
Research output per year
Personal profile
Research Overview
Her research interests include spatio-temporal statistics with environmental applications, computational methods for large datasets, uncertainty quantification and visualization, functional data analysis, robust statistics, statistics of extremes.
Key Research Areas
Applied Mathematics and Computational Science
Expertise related to UN SDGs
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Statistics, Ph.D., Texas A&M University
2011
Award Date: Jan 1 2011
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Publications
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Case studies
Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 255-303 49 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Comparative study of machine learning methods for COVID-19 transmission forecasting
Dairi, A., Harrou, F., Zeroual, A., Hittawe, M. & Sun, Y., Apr 2021, In: Journal of Biomedical Informatics. p. 103791Research output: Contribution to journal › Article › peer-review
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Conclusion and further research directions
Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 305-309 5 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Estimation of Spatial Deformation for Nonstationary Processes via Variogram Alignment
Qadir, G. A., Sun, Y. & Kurtek, S., Feb 4 2021, In: Technometrics. p. 1-28 28 p.Research output: Contribution to journal › Article › peer-review
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Fault isolation
Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 71-117 47 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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High Performance Multivariate Geospatial Statistics on Manycore Systems
Salvaña, M. L. O., Abdulah, S., Huang, H., Ltaief, H., Sun, Y., Genton, M. G. & Keyes, D. E., Apr 6 2021, In: IEEE Transactions on Parallel and Distributed Systems. p. 1-1 1 p.Research output: Contribution to journal › Article › peer-review
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Introduction
Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 1-17 17 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Linear latent variable regression (LVR)-based process monitoring
Harrou, F., Sun, Y., Hering, A. S., Madakyaru, M. & Dairi, A., 2021, Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches. Elsevier, p. 19-70 52 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
Prizes and Honors
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ASA Section on Statistical Computing and Graphics sponsorship to attend Joint Statistical Meetings, Vancouver, Canada, 2010
Sun, Ying (Recipient), 2010
Prize: Scientific Recognition › Travel Grant
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ASA Section on Statistical Computing and Graphics Student Paper Competition Winner
Sun, Ying (Recipient), 2010
Prize: Award or Honor › Early Career or Student Award
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ASA Section on Statistics and the Environment Student Paper Competition Runner-up for the manuscript “Functional Boxplots for Space-Time Data Visualization”
Sun, Ying (Recipient), 2010
Prize: Award or Honor › Early Career or Student Award
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Conference on Resampling Methods and High Dimensional Data Student Poster Competition Winner
Sun, Ying (Recipient), 2010
Prize: Award or Honor › Early Career or Student Award
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Elected Member of the International Statistical Institute (ISI)
Sun, Ying (Recipient), 2014
Prize: Award or Honor › Learned Society
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Graduate Merit Fellowship, Texas A&M University, 2006-2007
Sun, Ying (Recipient), 2006
Prize: Award or Honor › Fellowship
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Statistics Departmental scholarship, Texas A&M University, 2006-2011
Sun, Ying (Recipient), 2006
Prize: Award or Honor › Early Career or Student Award
Research News
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Modeling rainfall drop by drop
12/20/20 → 12/21/20
3 items of Media coverage
Press/Media: Press / Media
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Deep Learning in the Emergency Department
Ying Sun & Fouzi Harrou
11/24/20
1 item of Media coverage
Press/Media: Press / Media
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Deep learning in the emergency department
Ying Sun & Fouzi Harrou
11/22/20 → 11/23/20
4 items of Media coverage
Press/Media: Press / Media
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Nine faculty members join School of Electrical Engineering and Computer Science
09/29/20
1 item of Media coverage
Press/Media: Press / Media
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Mixing It Up: Saudi Researchers Accelerate Environmental Models with Mixed Precision
David Keyes, Hatem Ltaief, Marc Genton & Ying Sun
04/14/20 → 04/15/20
4 items of Media coverage
Press/Media: Press / Media
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MIXING IT UP : Saudi Researchers Accelerate Environmental Models with Mixed Precision
David Keyes, Hatem Ltaief, Marc Genton & Ying Sun
04/14/20
2 items of Media coverage
Press/Media: Press / Media
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What’s New in HPC Research: Natural Gas, Precision Agriculture, Neural Networks and More
David Keyes, Hatem Ltaief, Marc Genton, Ying Sun & Jian Cao
12/6/19
1 item of Media coverage
Press/Media: Press / Media
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Testing barley's salt tolerance is a numbers game
12/2/19 → 12/3/19
4 items of Media coverage
Press/Media: Press / Media