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 Development 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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A comparison of machine learning methods for ozone pollution prediction
Harrou, F., Sun, Y. & Pan, Q., May 15 2023, In: Journal of Big Data. 10, 1Research output: Contribution to journal › Article › peer-review
16 Scopus citations -
A Deep Recurrent Neural Network Framework for Swarm Motion Speed Prediction
Khaldi, B., Harrou, F., Dairi, A. & Sun, Y., Mar 18 2023, In: Journal of Electrical Engineering and Technology.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Artificial Intelligence Techniques for Solar Irradiance and PV Modeling and Forecasting
Harrou, F., Sun, Y., Taghezouit, B. & Dairi, A., Sep 21 2023, In: Energies. 16, 18, p. 6731Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Assessing ANN Architectures for Wind Turbine Power Prediction: A Comparative Study
Achouri, F., Damou, M., Harrou, F., Sun, Y. & Bouyeddou, B., 2023, 2023 International Conference on Decision Aid Sciences and Applications, DASA 2023. Institute of Electrical and Electronics Engineers Inc., p. 284-289 6 p. (2023 International Conference on Decision Aid Sciences and Applications, DASA 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Cybersecurity of photovoltaic systems: challenges, threats, and mitigation strategies: a short survey
Harrou, F., Taghezouit, B., Bouyeddou, B. & Sun, Y., Sep 12 2023, In: Frontiers in Energy Research. 11Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
DDOS attacks detection based on attention-deep learning and local outlier factor
Dairi, A., Khaldi, B., Harrou, F. & Sun, Y., Mar 14 2023, 2022 Seventh International Conference on Fog and Mobile Edge Computing (FMEC). IEEEResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations -
Detecting pediatric foot deformities using plantar pressure measurements: A semi-supervised approach
Kini, K. R., Madakyaru, M., Harrou, F. & Sun, Y., Jan 4 2023, In: IEEE Design & Test. p. 1-1 1 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Editorial: Advanced data-driven methods for monitoring solar and wind energy systems
Harrou, F., Sun, Y., Dairi, A., Taghezouit, B. & Khadraoui, S., Jan 30 2023, In: Frontiers in Energy Research. 11Research output: Contribution to journal › Article › peer-review
5 Scopus citations
Prizes
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ASA Section on Statistical Computing and Graphics sponsorship to attend Joint Statistical Meetings, Vancouver, Canada, 2010
Sun, Y. (Recipient), 2010
Prize: Scientific Recognition › Travel Grant
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ASA Section on Statistical Computing and Graphics Student Paper Competition Winner
Sun, Y. (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, Y. (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, Y. (Recipient), 2010
Prize: Award or Honor › Early Career or Student Award
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Elected Member of the International Statistical Institute (ISI)
Sun, Y. (Recipient), 2014
Prize: Award or Honor › Learned Society
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Graduate Merit Fellowship, Texas A&M University, 2006-2007
Sun, Y. (Recipient), 2006
Prize: Award or Honor › Fellowship
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Statistics Departmental scholarship, Texas A&M University, 2006-2011
Sun, Y. (Recipient), 2006
Prize: Award or Honor › Early Career or Student Award
Press/Media
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New Energy Conversion and Management Study Findings Recently Were Reported by Researchers at King Abdullah University of Science and Technology (KAUST) (Automatic Fault Detection In Grid-connected Photovoltaic Systems Via Variational ...)
Sun, Y. & Harrou, F.
08/16/24
1 item of Media coverage
Press/Media: Press / Media
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New Traditional Chinese Medicine Study Results from Hangzhou Normal University Described [Developing the Social Cognitive Factor Scale (Scfs) To Analyze the Determinants Influencing the Utilization of Traditional Chinese Medicine Preventive ...]
07/12/24
1 item of Media coverage
Press/Media: Press / Media
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Research from King Abdullah University of Science and Technology (KAUST) Provide New Insights into Biotechnology (A semi-supervised anomaly detection strategy for drunk driving detection: a feasibility study)
Sun, Y. & Harrou, F.
07/5/24
1 item of Media coverage
Press/Media: Press / Media
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Studies from King Abdullah University of Science and Technology (KAUST) Yield New Information about Technology (Deep Learning for Hand Gesture Recognition In Virtual Museum Using Wearable Vision Sensors)
Sun, Y. & Harrou, F.
07/2/24
1 item of Media coverage
Press/Media: Press / Media
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New Electrochemistry Study Results from Fudan University Described (Surface coating engineering of prelithiation cathode additives for lithium-ion batteries)
06/12/24
1 item of Media coverage
Press/Media: Press / Media
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Research on Future Internet Detailed by a Researcher at King Abdullah University of Science and Technology (KAUST) (Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids)
Sun, Y. & Harrou, F.
06/12/24
1 item of Media coverage
Press/Media: Press / Media
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Study Data from Sun Yat-sen University Provide New Insights into Nasopharyngeal Carcinoma (Polygenic Risk-stratified Screening for Nasopharyngeal Carcinoma In High-risk Endemic Areas of China: a Cost-effectiveness Study)
06/11/24
1 item of Media coverage
Press/Media: Press / Media
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Study Results from King Abdullah University of Science and Technology (KAUST) Broaden Understanding of Engineering (Detecting the signs of desertification with Landsat imagery: A semi-supervised anomaly detection approach)
Sun, Y. & Harrou, F.
06/10/24
1 item of Media coverage
Press/Media: Press / Media