Ying Sun

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 91

Top Topics

Statistical Model

Generalized Likelihood Ratio Test

Fault Detection

Top Venues

Publications

Sameh Abdulah, Jorge Ejarque, Omar Marzouk, Hatem Ltaief, Ying Sun, Marc G. Genton, Rosa M. Badia, David E. Keyes
Portability and scalability evaluation of large-scale statistical modeling and prediction software through HPC-ready containers. Future Gener. Comput. Syst. 161 (2024)
Mohamad Mazen Hittawe, Fouzi Harrou, Mohammed Amine Togou, Ying Sun, Omar M. Knio
Time-series weather prediction in the Red sea using ensemble transformers. Appl. Soft Comput. 164 (2024)
Xiran Zhang, Sameh Abdulah, Jian Cao, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications. CoRR (2024)
Wu Wang, Fouzi Harrou, Abdelkader Dairi, Ying Sun
Stacked deep learning approach for efficient SARS-CoV-2 detection in blood samples. Artif. Intell. Medicine 148 (2024)
Xiran Zhang, Sameh Abdulah, Jian Cao, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications. IPDPS (2024)
Qilong Pan, Sameh Abdulah, Marc G. Genton, David E. Keyes, Hatem Ltaief, Ying Sun
GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations. CoRR (2024)
Fouzi Harrou, Abdelhakim Dorbane, Ying Sun
Enhancing photovoltaic system performance using advanced gradient boosting methods. ICCAD (2024)
Fouzi Harrou, Benamar Bouyeddou, Abdelkader Dairi, Ying Sun
Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids. Future Internet 16 (6) (2024)
Huang Huang, Ying Sun, Marc G. Genton
Test and Visualization of Covariance Properties for Multivariate Spatio-Temporal Random Fields. J. Comput. Graph. Stat. 32 (4) (2023)
K. Ramakrishna Kini, Fouzi Harrou, Muddu Madakyaru, Farid Kadri, Ying Sun
Efficient Sitting Posture Recognition for Wheelchair Users: An Unsupervised Data-Driven Framework. IEEE Instrum. Meas. Mag. 26 (4) (2023)
Sameh Abdulah, Jorge Ejarque, Omar Marzouk, Hatem Ltaief, Ying Sun, Marc G. Genton, Rosa M. Badia, David E. Keyes
Portability and Scalability Evaluation of Large-Scale Statistical Modeling and Prediction Software through HPC-Ready Containers. CoRR (2023)
Sagnik Mondal, Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
random field likelihoods and predictions on large-scale systems. J. Parallel Distributed Comput. 180 (2023)
Pratik Nag, Ying Sun, Brian J. Reich
Bivariate DeepKriging for Large-scale Spatial Interpolation of Wind Fields. CoRR (2023)
Qilong Pan, Fouzi Harrou, Ying Sun
A comparison of machine learning methods for ozone pollution prediction. J. Big Data 10 (1) (2023)
Farid Kadri, Abdelkader Dairi, Fouzi Harrou, Ying Sun
Towards accurate prediction of patient length of stay at emergency department: a GAN-driven deep learning framework. J. Ambient Intell. Humaniz. Comput. 14 (9) (2023)
Pratik Nag, Yiping Hong, Sameh Abdulah, Ghulam A. Qadir, Marc G. Genton, Ying Sun
Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks. CoRR (2023)
Pratik Nag, Ying Sun, Brian J. Reich
Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting. CoRR (2023)
K. Ramakrishna Kini, Muddu Madakyaru, Fouzi Harrou, Ying Sun
Detecting Pediatric Foot Deformities Using Plantar Pressure Measurements: A Semisupervised Approach. IEEE Des. Test 40 (4) (2023)
Sameh Abdulah, Qinglei Cao, Yu Pei, George Bosilca, Jack J. Dongarra, Marc G. Genton, David E. Keyes, Hatem Ltaief, Ying Sun
Accelerating Geostatistical Modeling and Prediction With Mixed-Precision Computations: A High-Productivity Approach With PaRSEC. IEEE Trans. Parallel Distributed Syst. 33 (4) (2022)
Sofya Bouchenak, Rachid Merzougui, Fouzi Harrou, Abdelkader Dairi, Ying Sun
A Semi-Supervised Modulation Identification in MIMO Systems: A Deep Learning Strategy. IEEE Access 10 (2022)
Benamar Bouyeddou, Fouzi Harrou, Abdelkader Dairi, Ying Sun
Monitoring Ground-Level Ozone Pollution Based on a Semi-supervised Approach. ICFSP (2022)
Mary Lai O. Salvaña, Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Parallel space-time likelihood optimization for air pollution prediction on large-scale systems. PASC (2022)
Abdelkader Dairi, Fouzi Harrou, Ying Sun
Deep Generative Learning-Based 1-SVM Detectors for Unsupervised COVID-19 Infection Detection Using Blood Tests. IEEE Trans. Instrum. Meas. 71 (2022)
Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amina Zouina Ait Djafer, Amrane Houacine
A Survey on Recent Advances in Fall Detection Systems Using Machine Learning Formalisms. ICFSP (2022)
Amin Wu, Fouzi Harrou, Abdelkader Dairi, Ying Sun
Machine learning and deep learning-driven methods for predicting ambient particulate matters levels: A case study. Concurr. Comput. Pract. Exp. 34 (19) (2022)
Qinglei Cao, Sameh Abdulah, Rabab Alomairy, Yu Pei, Pratik Nag, George Bosilca, Jack J. Dongarra, Marc G. Genton, David E. Keyes, Hatem Ltaief, Ying Sun
Reshaping Geostatistical Modeling and Prediction for Extreme-Scale Environmental Applications. SC (2022)
Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
Using BART to Perform Pareto Optimization and Quantify its Uncertainties. Technometrics 64 (4) (2022)
Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
Toward Emerging Cubic-Spline Patterns With a Mobile Robotics Swarm System. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Wu Wang, Fouzi Harrou, Benamar Bouyeddou, Sidi-Mohammed Senouci, Ying Sun
Cyber-attacks detection in industrial systems using artificial intelligence-driven methods. Int. J. Crit. Infrastructure Prot. 38 (2022)
Wu Wang, Fouzi Harrou, Benamar Bouyeddou, Sidi-Mohammed Senouci, Ying Sun
A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems. Clust. Comput. 25 (1) (2022)
Abdelhakim Dorbane, Fouzi Harrou, Ying Sun
A Tree-Driven Ensemble Learning Approach to Predict FS Welded Al-6061-T6 Material Behavior. ICFSP (2022)
Gaurav Agarwal, Wei Tu, Ying Sun, Linglong Kong
Flexible quantile contour estimation for multivariate functional data: Beyond convexity. Comput. Stat. Data Anal. 168 (2022)
Abdelkader Dairi, Fouzi Harrou, Ying Sun
Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector. IEEE Access 10 (2022)
Belkacem Khaldi, Fouzi Harrou, Abdelkader Dairi, Ying Sun
Gated Recurrent Unit Based Short-Term Network for Robot Swarm Motion Forecasting. RTSI (2022)
Nabil Zerrouki, Abdelkader Dairi, Fouzi Harrou, Yacine Zerrouki, Ying Sun
Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study. Concurr. Comput. Pract. Exp. 34 (4) (2022)
Sagnik Mondal, Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Parallel Approximations of the Tukey g-and-h Likelihoods and Predictions for Non-Gaussian Geostatistics. IPDPS (2022)
Abdelkader Dairi, Belkacem Khaldi, Fouzi Harrou, Ying Sun
DDOS attacks detection based on attention-deep learning and local outlier factor. FMEC (2022)
Abdelkader Dairi, Fouzi Harrou, Ying Sun
A deep attention-driven model to forecast solar irradiance. INDIN (2021)
Ghulam Qadir, Ying Sun, Sebastian Kurtek
Estimation of Spatial Deformation for Nonstationary Processes via Variogram Alignment. Technometrics 63 (4) (2021)
Abdelkader Dairi, Fouzi Harrou, Sofiane Khadraoui, Ying Sun
Integrated Multiple Directed Attention-Based Deep Learning for Improved Air Pollution Forecasting. IEEE Trans. Instrum. Meas. 70 (2021)
Fouzi Harrou, Bilal Taghezouit, Benamar Bouyeddou, Ying Sun, Amar Hadj Arab
Fault Detection in Solar PV Systems Using Hypothesis Testing. INDIN (2021)
Yacine Zerrouki, Fouzi Harrou, Nabil Zerrouki, Abdelkader Dairi, Ying Sun
Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Benamar Bouyeddou, Fouzi Harrou, Benamar Kadri, Ying Sun
Detecting network cyber-attacks using an integrated statistical approach. Clust. Comput. 24 (2) (2021)
Abdelkader Dairi, Fouzi Harrou, Abdelhafid Zeroual, Mohamad Mazen Hittawe, Ying Sun
Comparative study of machine learning methods for COVID-19 transmission forecasting. J. Biomed. Informatics 118 (2021)
Gaurav Agarwal, Ying Sun
Bivariate Functional Quantile Envelopes With Application to Radiosonde Wind Data. Technometrics 63 (2) (2021)
Mary Lai O. Salvaña, Sameh Abdulah, Huang Huang, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
High Performance Multivariate Geospatial Statistics on Manycore Systems. IEEE Trans. Parallel Distributed Syst. 32 (11) (2021)
Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
Using BART for Multiobjective Optimization of Noisy Multiple Objectives. CoRR (2021)
Carolina Euán, Ying Sun
Bernoulli vector autoregressive model. J. Multivar. Anal. 177 (2020)
Tuoyuan Cheng, Fouzi Harrou, Farid Kadri, Ying Sun, Torove Leiknes
Forecasting of Wastewater Treatment Plant Key Features Using Deep Learning-Based Models: A Case Study. IEEE Access 8 (2020)
Junho Lee, Wu Wang, Fouzi Harrou, Ying Sun
Wind Power Prediction Using Ensemble Learning-Based Models. IEEE Access 8 (2020)
Fouzi Harrou, Mohamad Mazen Hittawe, Ying Sun, Ouadi Beya
Malicious attacks detection in crowded areas using deep learning-based approach. IEEE Instrum. Meas. Mag. 23 (5) (2020)
Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
Improving robots swarm aggregation performance through the Minkowski distance function. ICMRE (2020)
Wu Wang, Junho Lee, Fouzi Harrou, Ying Sun
Early Detection of Parkinson's Disease Using Deep Learning and Machine Learning. IEEE Access 8 (2020)
Yuxiao Li, Ying Sun, Brian J. Reich
DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction. CoRR (2020)
Mary Lai O. Salvaña, Sameh Abdulah, Huang Huang, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
High Performance Multivariate Spatial Modeling for Geostatistical Data on Manycore Systems. CoRR (2020)
Wenlin Dai, Tomás Mrkvicka, Ying Sun, Marc G. Genton
Functional outlier detection and taxonomy by sequential transformations. Comput. Stat. Data Anal. 149 (2020)
Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Geostatistical Modeling and Prediction Using Mixed-Precision Tile Cholesky Factorization. CoRR (2020)
Alexander Litvinenko, Ying Sun, Marc G. Genton, David E. Keyes
Likelihood approximation with hierarchical matrices for large spatial datasets. Comput. Stat. Data Anal. 137 (2019)
Sameh Abdulah, Yuxiao Li, Jian Cao, Hatem Ltaief, David E. Keyes, Marc G. Genton, Ying Sun
ExaGeoStatR: A Package for Large-Scale Geostatistics in R. CoRR (2019)
Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
Flexible and Efficient Topological Approaches for a Reliable Robots Swarm Aggregation. IEEE Access 7 (2019)
Tuoyuan Cheng, Abdelkader Dairi, Fouzi Harrou, Ying Sun, Torove Leiknes
Monitoring Influent Conditions of Wastewater Treatment Plants by Nonlinear Data-Based Techniques. IEEE Access 7 (2019)
Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine
An Integrated Vision-Based Approach for Efficient Human Fall Detection in a Home Environment. IEEE Access 7 (2019)
Huang Huang, Ying Sun
A Decomposition of Total Variation Depth for Understanding Functional Outliers. Technometrics 61 (4) (2019)
Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Geostatistical Modeling and Prediction Using Mixed Precision Tile Cholesky Factorization. HiPC (2019)
Fouzi Harrou, Abdelhafid Zeroual, Ying Sun
Traffic congestion detection based on hybrid observer and GLR test. ACC (2018)
Fouzi Harrou, Nabil Zerrouki, Ying Sun, Lotfi Hocini
Monitoring land-cover changes by combining a detection step with a classification step. SSCI (2018)
Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Parallel Approximation of the Maximum Likelihood Estimation for the Prediction of Large-Scale Geostatistics Simulations. CLUSTER (2018)
Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
ExaGeoStat: A High Performance Unified Software for Geostatistics on Manycore Systems. IEEE Trans. Parallel Distributed Syst. 29 (12) (2018)
Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
Self-organization in aggregating robot swarms: A DW-KNN topological approach. Biosyst. 165 (2018)
Nabil Zerrouki, Fouzi Harrou, Ying Sun
Statistical Monitoring of Changes to Land Cover. IEEE Geosci. Remote. Sens. Lett. 15 (6) (2018)
Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Tile Low-Rank Approximation of Large-Scale Maximum Likelihood Estimation on Manycore Architectures. CoRR (2018)
Fouzi Harrou, Abdelkader Dairi, Ying Sun, Senouci Mohamed
Wastewater treatment plant monitoring via a deep learning approach. ICIT (2018)
Ying Sun, Xiaohui Chang, Yongtao Guan
Flexible and efficient estimating equations for variogram estimation. Comput. Stat. Data Anal. 122 (2018)
Fouzi Harrou, Benamar Bouyeddou, Ying Sun, Benamar Kadri
Detecting cyber-attacks using a CRPS-based monitoring approach. SSCI (2018)
Abdelkader Dairi, Fouzi Harrou, Senouci Mohamed, Ying Sun
Unsupervised obstacle detection in driving environments using deep-learning-based stereovision. Robotics Auton. Syst. 100 (2018)
Elyes Garoudja, Fouzi Harrou, Ying Sun, Kamel Kara, Aissa Chouder, Santiago Silvestre
A statistical-based approach for fault detection and diagnosis in a photovoltaic system. ICSC (2017)
Fouzi Harrou, Ying Sun, Ahmed Saidi
Model-based fault detection algorithm for photovoltaic system monitoring. SSCI (2017)
Belkacem Khaldi, Fouzi Harrou, Ying Sun, Cherif Foudil
A measurement-based fault detection approach applied to monitor robots swarm. ICSC (2017)
Fouzi Harrou, Muddu Madakyaru, Ying Sun, Sanjula Kammammettu
Enhanced dynamic data-driven fault detection approach: Application to a two-tank heater system. SSCI (2017)
Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine
Vision-based fall detection system for improving safety of elderly people. IEEE Instrum. Meas. Mag. 20 (6) (2017)
Farid Kadri, Fouzi Harrou, Ying Sun
A multivariate time series approach to forecasting daily attendances at hospital emergency department. SSCI (2017)
Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine
Adaboost-based algorithm for human action recognition. INDIN (2017)
Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
Monitoring a robot swarm using a data-driven fault detection approach. Robotics Auton. Syst. 97 (2017)
Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
ExaGeoStat: A High Performance Unified Framework for Geostatistics on Manycore Systems. CoRR (2017)
Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine
A simple strategy for fall events detection. INDIN (2016)
Fouzi Harrou, Muddu Madakyaru, Ying Sun
Nonlinear partial least squares with Hellinger distance for nonlinear process monitoring. SSCI (2016)
Muddu Madakyaru, Fouzi Harrou, Ying Sun
Improved anomaly detection using multi-scale PLS and generalized likelihood ratio test. SSCI (2016)
Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine
Accelerometer and Camera-Based Strategy for Improved Human Fall Detection. J. Medical Syst. 40 (12) (2016)
Farid Kadri, Fouzi Harrou, Sondès Chaabane, Ying Sun, Christian Tahon
Seasonal ARMA-based SPC charts for anomaly detection: Application to emergency department systems. Neurocomputing 173 (2016)
Ying Sun, Huixia Judy Wang, Montserrat Fuentes
Fused Adaptive Lasso for Spatial and Temporal Quantile Function Estimation. Technometrics 58 (1) (2016)
Fouzi Harrou, Ying Sun
PLS-based memory control scheme for enhanced process monitoring. INDIN (2016)
Fouzi Harrou, Ying Sun
A measurement-based technique for incipient anomaly detection. ISDA (2015)
Fouzi Harrou, Ying Sun, Farid Kadri
Enhanced monitoring of abnormal emergency department demands. ISDA (2015)
Fouzi Harrou, Ying Sun
Enhanced Anomaly Detection Via PLS Regression Models and Information Entropy Theory. SSCI (2015)
Fouzi Harrou, Ying Sun
GLRT Based Anomaly Detection for Sensor Network Monitoring. SSCI (2015)
Fouzi Harrou, Farid Kadri, Sondès Chaabane, Christian Tahon, Ying Sun
Improved principal component analysis for anomaly detection: Application to an emergency department. Comput. Ind. Eng. 88 (2015)
Sara López-Pintado, Ying Sun, Juan K. Lin, Marc G. Genton
Simplicial band depth for multivariate functional data. Adv. Data Anal. Classif. 8 (3) (2014)
Ying Sun, Jeffrey D. Hart, Marc G. Genton
Nonparametric Inference for Periodic Sequences. Technometrics 54 (1) (2012)