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 Sustainable Devlopment Goals
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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Publications
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A Data-Driven Soft Sensor for Swarm Motion Speed Prediction using Ensemble Learning Methods
Khaldi, B., Harrou, F., Benslimane, S. M. & Sun, Y., 2021, In: IEEE Sensors Journal. p. 1-1 1 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A deep attention-driven model to forecast solar irradiance
Dairi, A., Harrou, F. & Sun, Y., 2021, 2021 IEEE 19th International Conference on Industrial Informatics (INDIN). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An Effective Wind Power Prediction using Latent Regression Models
Bouyeddou, B., Harrou, F., Saidi, A. & Sun, Y., Aug 2 2021, 2021 International Conference on ICT for Smart Society (ICISS). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems
Wang, W., Harrou, F., Bouyeddou, B., Senouci, S-M. & Sun, Y., Oct 5 2021, In: Cluster Computing.Research output: Contribution to journal › Article › peer-review
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Automatic Human Fall Detection Using Multiple Tri-axial Accelerometers
Harrou, F., Zerrouki, N., Dairi, A., Sun, Y. & Houacine, A., Sep 29 2021, 2021 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT). IEEE, p. 74-78 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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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
9 Scopus citations -
Competition on Spatial Statistics for Large Datasets
Huang, H., Abdulah, S., Sun, Y., Ltaief, H., Keyes, D. E. & Genton, M. G., Jul 8 2021, In: Journal of Agricultural, Biological and Environmental Statistics.Research output: Contribution to journal › Article › peer-review
3 Scopus citations
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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Stacked Deep Learning: Deeper Defense against Cyberattacks
11/28/21
1 item of Media coverage
Press/Media: Press / Media
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Deeper defense against cyber attacks
Ying Sun & Fouzi Harrou
11/23/21 → 11/24/21
8 items of Media coverage
Press/Media: Press / Media
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A KAUST team has developed an improved method for detecting malicious intrusions
Ying Sun & Fouzi Harrou
11/23/21
1 item of Media coverage
Press/Media: Press / Media
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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