Nonparametric Inference for Periodic Sequences. - Ying Sun 002; Jeffrey D. Hart; Marc G. Genton (Technometrics, 2012)

Simplicial band depth for multivariate functional data. - Sara López-Pintado; Ying Sun 002; Juan K. Lin; Marc G. Genton (Adv. Data Anal. Classif., 2014)

A measurement-based technique for incipient anomaly detection. - Fouzi Harrou; Ying Sun 002 (ISDA, 2015)

Enhanced monitoring of abnormal emergency department demands. - Fouzi Harrou; Ying Sun 002; Farid Kadri (ISDA, 2015)

Enhanced Anomaly Detection Via PLS Regression Models and Information Entropy Theory. - Fouzi Harrou; Ying Sun 002 (SSCI, 2015)

GLRT Based Anomaly Detection for Sensor Network Monitoring. - Fouzi Harrou; Ying Sun 002 (SSCI, 2015)

Improved principal component analysis for anomaly detection: Application to an emergency department. - Fouzi Harrou; Farid Kadri; Sondès Chaabane; Christian Tahon; Ying Sun 002 (Comput. Ind. Eng., 2015)

PLS-based memory control scheme for enhanced process monitoring. - Fouzi Harrou; Ying Sun 002 (INDIN, 2016)

A simple strategy for fall events detection. - Fouzi Harrou; Nabil Zerrouki; Ying Sun 002; Amrane Houacine (INDIN, 2016)

Nonlinear partial least squares with Hellinger distance for nonlinear process monitoring. - Fouzi Harrou; Muddu Madakyaru; Ying Sun 002 (SSCI, 2016)

Improved anomaly detection using multi-scale PLS and generalized likelihood ratio test. - Muddu Madakyaru; Fouzi Harrou; Ying Sun 002 (SSCI, 2016)

Seasonal ARMA-based SPC charts for anomaly detection: Application to emergency department systems. - Farid Kadri; Fouzi Harrou; Sondès Chaabane; Ying Sun 002; Christian Tahon (Neurocomputing, 2016)

Accelerometer and Camera-Based Strategy for Improved Human Fall Detection. - Nabil Zerrouki; Fouzi Harrou; Ying Sun 002; Amrane Houacine (J. Medical Syst., 2016)

Fused Adaptive Lasso for Spatial and Temporal Quantile Function Estimation. - Ying Sun 002; Huixia Judy Wang; Montserrat Fuentes (Technometrics, 2016)

A statistical-based approach for fault detection and diagnosis in a photovoltaic system. - Elyes Garoudja; Fouzi Harrou; Ying Sun 002; Kamel Kara; Aissa Chouder; Santiago Silvestre (ICSC, 2017)

A measurement-based fault detection approach applied to monitor robots swarm. - Belkacem Khaldi; Fouzi Harrou; Ying Sun 002; Cherif Foudil (ICSC, 2017)

Adaboost-based algorithm for human action recognition. - Nabil Zerrouki; Fouzi Harrou; Ying Sun 002; Amrane Houacine (INDIN, 2017)

Model-based fault detection algorithm for photovoltaic system monitoring. - Fouzi Harrou; Ying Sun 002; Ahmed Saidi (SSCI, 2017)

Enhanced dynamic data-driven fault detection approach: Application to a two-tank heater system. - Fouzi Harrou; Muddu Madakyaru; Ying Sun 002; Sanjula Kammammettu (SSCI, 2017)

A multivariate time series approach to forecasting daily attendances at hospital emergency department. - Farid Kadri; Fouzi Harrou; Ying Sun 002 (SSCI, 2017)

ExaGeoStat: A High Performance Unified Framework for Geostatistics on Manycore Systems. - Sameh Abdulah; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (CoRR, 2017)

Vision-based fall detection system for improving safety of elderly people. - Fouzi Harrou; Nabil Zerrouki; Ying Sun 002; Amrane Houacine (IEEE Instrum. Meas. Mag., 2017)

Monitoring a robot swarm using a data-driven fault detection approach. - Belkacem Khaldi; Fouzi Harrou; Cherif Foudil; Ying Sun 002 (Robotics Auton. Syst., 2017)

Traffic congestion detection based on hybrid observer and GLR test. - Fouzi Harrou; Abdelhafid Zeroual; Ying Sun 002 (ACC, 2018)

Parallel Approximation of the Maximum Likelihood Estimation for the Prediction of Large-Scale Geostatistics Simulations. - Sameh Abdulah; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (CLUSTER, 2018)

An Improved Macroscopic Modeling for Highway Traffic Density Estimation. - Abdelhafid Zeroual; Fouzi Harrou; Ying Sun 002 (ICFSP, 2018)

Wastewater treatment plant monitoring via a deep learning approach. - Fouzi Harrou; Abdelkader Dairi; Ying Sun 002; Senouci Mohamed (ICIT, 2018)

Detecting cyber-attacks using a CRPS-based monitoring approach. - Fouzi Harrou; Benamar Bouyeddou; Ying Sun 002; Benamar Kadri (SSCI, 2018)

Monitoring land-cover changes by combining a detection step with a classification step. - Fouzi Harrou; Nabil Zerrouki; Ying Sun 002; Lotfi Hocini (SSCI, 2018)

Self-organization in aggregating robot swarms: A DW-KNN topological approach. - Belkacem Khaldi; Fouzi Harrou; Cherif Foudil; Ying Sun 002 (Biosyst., 2018)

Tile Low-Rank Approximation of Large-Scale Maximum Likelihood Estimation on Manycore Architectures. - Sameh Abdulah; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (CoRR, 2018)

Flexible and efficient estimating equations for variogram estimation. - Ying Sun 002; Xiaohui Chang; Yongtao Guan (Comput. Stat. Data Anal., 2018)

Statistical Monitoring of Changes to Land Cover. - Nabil Zerrouki; Fouzi Harrou; Ying Sun 002 (IEEE Geosci. Remote. Sens. Lett., 2018)

Unsupervised obstacle detection in driving environments using deep-learning-based stereovision. - Abdelkader Dairi; Fouzi Harrou; Senouci Mohamed; Ying Sun 002 (Robotics Auton. Syst., 2018)

ExaGeoStat: A High Performance Unified Software for Geostatistics on Manycore Systems. - Sameh Abdulah; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (IEEE Trans. Parallel Distributed Syst., 2018)

Geostatistical Modeling and Prediction Using Mixed Precision Tile Cholesky Factorization. - Sameh Abdulah; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (HiPC, 2019)

Monitoring Influent Conditions of Wastewater Treatment Plants by Nonlinear Data-Based Techniques. - Tuoyuan Cheng; Abdelkader Dairi; Fouzi Harrou; Ying Sun 002; Torove Leiknes (IEEE Access, 2019)

An Integrated Vision-Based Approach for Efficient Human Fall Detection in a Home Environment. - Fouzi Harrou; Nabil Zerrouki; Ying Sun 002; Amrane Houacine (IEEE Access, 2019)

Flexible and Efficient Topological Approaches for a Reliable Robots Swarm Aggregation. - Belkacem Khaldi; Fouzi Harrou; Cherif Foudil; Ying Sun 002 (IEEE Access, 2019)

ExaGeoStatR: A Package for Large-Scale Geostatistics in R. - Sameh Abdulah; Yuxiao Li 003; Jian Cao 004; Hatem Ltaief; David E. Keyes; Marc G. Genton; Ying Sun 002 (CoRR, 2019)

Likelihood approximation with hierarchical matrices for large spatial datasets. - Alexander Litvinenko; Ying Sun 002; Marc G. Genton; David E. Keyes (Comput. Stat. Data Anal., 2019)

A Decomposition of Total Variation Depth for Understanding Functional Outliers. - Huang Huang; Ying Sun 002 (Technometrics, 2019)

Improving robots swarm aggregation performance through the Minkowski distance function. - Belkacem Khaldi; Fouzi Harrou; Cherif Foudil; Ying Sun 002 (ICMRE, 2020)

Forecasting of Wastewater Treatment Plant Key Features Using Deep Learning-Based Models: A Case Study. - Tuoyuan Cheng; Fouzi Harrou; Farid Kadri; Ying Sun 002; Torove Leiknes (IEEE Access, 2020)

Wind Power Prediction Using Ensemble Learning-Based Models. - Junho Lee; Wu Wang; Fouzi Harrou; Ying Sun 002 (IEEE Access, 2020)

Early Detection of Parkinson's Disease Using Deep Learning and Machine Learning. - Wu Wang; Junho Lee; Fouzi Harrou; Ying Sun 002 (IEEE Access, 2020)

DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction. - Yuxiao Li 003; Ying Sun 002; Brian J. Reich (CoRR, 2020)

High Performance Multivariate Spatial Modeling for Geostatistical Data on Manycore Systems. - Mary Lai O. Salvaña; Sameh Abdulah; Huang Huang; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (CoRR, 2020)

Functional outlier detection and taxonomy by sequential transformations. - Wenlin Dai; Tomás Mrkvicka; Ying Sun 002; Marc G. Genton (Comput. Stat. Data Anal., 2020)

Malicious attacks detection in crowded areas using deep learning-based approach. - Fouzi Harrou; Mohamad Mazen Hittawe; Ying Sun 002; Ouadi Beya (IEEE Instrum. Meas. Mag., 2020)

Bernoulli vector autoregressive model. - Carolina Euán; Ying Sun 002 (J. Multivar. Anal., 2020)

A deep attention-driven model to forecast solar irradiance. - Abdelkader Dairi; Fouzi Harrou; Ying Sun 002 (INDIN, 2021)

Fault Detection in Solar PV Systems Using Hypothesis Testing. - Fouzi Harrou; Bilal Taghezouit; Benamar Bouyeddou; Ying Sun 002; Amar Hadj Arab (INDIN, 2021)

Clustering Brain Signals: a Robust Approach Using Functional Data Ranking. - Tianbo Chen; Ying Sun 002; Carolina Euán; Hernando C. Ombao (J. Classif., 2021)

Detecting network cyber-attacks using an integrated statistical approach. - Benamar Bouyeddou; Fouzi Harrou; Benamar Kadri; Ying Sun 002 (Clust. Comput., 2021)

Using BART for Multiobjective Optimization of Noisy Multiple Objectives. - Akira Horiguchi; Thomas J. Santner; Ying Sun 002; Matthew T. Pratola (CoRR, 2021)

A semi-parametric estimation method for the quantile spectrum with an application to earthquake classification using convolutional neural network. - Tianbo Chen; Ying Sun 002; Ta-Hsin Li (Comput. Stat. Data Anal., 2021)

Comparative study of machine learning methods for COVID-19 transmission forecasting. - Abdelkader Dairi; Fouzi Harrou; Abdelhafid Zeroual; Mohamad Mazen Hittawe; Ying Sun 002 (J. Biomed. Informatics, 2021)

Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data. - Yacine Zerrouki; Fouzi Harrou; Nabil Zerrouki; Abdelkader Dairi; Ying Sun 002 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Bivariate Functional Quantile Envelopes With Application to Radiosonde Wind Data. - Gaurav Agarwal; Ying Sun 002 (Technometrics, 2021)

Estimation of Spatial Deformation for Nonstationary Processes via Variogram Alignment. - Ghulam A. Qadir; Ying Sun 002; Sebastian Kurtek (Technometrics, 2021)

Integrated Multiple Directed Attention-Based Deep Learning for Improved Air Pollution Forecasting. - Abdelkader Dairi; Fouzi Harrou; Sofiane Khadraoui; Ying Sun 002 (IEEE Trans. Instrum. Meas., 2021)

High Performance Multivariate Geospatial Statistics on Manycore Systems. - Mary Lai O. Salvaña; Sameh Abdulah; Huang Huang; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (IEEE Trans. Parallel Distributed Syst., 2021)

DDOS attacks detection based on attention-deep learning and local outlier factor. - Abdelkader Dairi; Belkacem Khaldi; Fouzi Harrou; Ying Sun 002 (FMEC, 2022)

Monitoring Ground-Level Ozone Pollution Based on a Semi-supervised Approach. - Benamar Bouyeddou; Fouzi Harrou; Abdelkader Dairi; Ying Sun 002 (ICFSP, 2022)

A Tree-Driven Ensemble Learning Approach to Predict FS Welded Al-6061-T6 Material Behavior. - Abdelhakim Dorbane; Fouzi Harrou; Ying Sun 002 (ICFSP, 2022)

A Survey on Recent Advances in Fall Detection Systems Using Machine Learning Formalisms. - Nabil Zerrouki; Fouzi Harrou; Ying Sun 002; Amina Zouina Ait Djafer; Amrane Houacine (ICFSP, 2022)

Predicting Energy Consumption in Wastewater Treatment Plants through Light Gradient Boosting Machine: A Comparative Study. - Yasminah Alali; Fouzi Harrou; Ying Sun 002 (ICSC, 2022)

Parallel Approximations of the Tukey g-and-h Likelihoods and Predictions for Non-Gaussian Geostatistics. - Sagnik Mondal; Sameh Abdulah; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (IPDPS, 2022)

Parallel space-time likelihood optimization for air pollution prediction on large-scale systems. - Mary Lai O. Salvaña; Sameh Abdulah; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (PASC, 2022)

Gated Recurrent Unit Based Short-Term Network for Robot Swarm Motion Forecasting. - Belkacem Khaldi; Fouzi Harrou; Abdelkader Dairi; Ying Sun 002 (RTSI, 2022)

Reshaping Geostatistical Modeling and Prediction for Extreme-Scale Environmental Applications. - 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 002 (SC, 2022)

A Semi-Supervised Modulation Identification in MIMO Systems: A Deep Learning Strategy. - Sofya Bouchenak; Rachid Merzougui; Fouzi Harrou; Abdelkader Dairi; Ying Sun 002 (IEEE Access, 2022)

Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector. - Abdelkader Dairi; Fouzi Harrou; Ying Sun 002 (IEEE Access, 2022)

A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems. - Wu Wang; Fouzi Harrou; Benamar Bouyeddou; Sidi-Mohammed Senouci; Ying Sun 002 (Clust. Comput., 2022)

Machine learning and deep learning-driven methods for predicting ambient particulate matters levels: A case study. - Amin Wu; Fouzi Harrou; Abdelkader Dairi; Ying Sun 002 (Concurr. Comput. Pract. Exp., 2022)

Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study. - Nabil Zerrouki; Abdelkader Dairi; Fouzi Harrou; Yacine Zerrouki; Ying Sun 002 (Concurr. Comput. Pract. Exp., 2022)

Flexible quantile contour estimation for multivariate functional data: Beyond convexity. - Gaurav Agarwal; Wei Tu; Ying Sun 002; Linglong Kong (Comput. Stat. Data Anal., 2022)

Cyber-attacks detection in industrial systems using artificial intelligence-driven methods. - Wu Wang; Fouzi Harrou; Benamar Bouyeddou; Sidi-Mohammed Senouci; Ying Sun 002 (Int. J. Crit. Infrastructure Prot., 2022)

Toward Emerging Cubic-Spline Patterns With a Mobile Robotics Swarm System. - Belkacem Khaldi; Fouzi Harrou; Cherif Foudil; Ying Sun 002 (IEEE Trans. Cogn. Dev. Syst., 2022)

Using BART to Perform Pareto Optimization and Quantify its Uncertainties. - Akira Horiguchi; Thomas J. Santner; Ying Sun 002; Matthew T. Pratola (Technometrics, 2022)

Deep Generative Learning-Based 1-SVM Detectors for Unsupervised COVID-19 Infection Detection Using Blood Tests. - Abdelkader Dairi; Fouzi Harrou; Ying Sun 002 (IEEE Trans. Instrum. Meas., 2022)

Accelerating Geostatistical Modeling and Prediction With Mixed-Precision Computations: A High-Productivity Approach With PaRSEC. - Sameh Abdulah; Qinglei Cao; Yu Pei; George Bosilca; Jack J. Dongarra; Marc G. Genton; David E. Keyes; Hatem Ltaief; Ying Sun 002 (IEEE Trans. Parallel Distributed Syst., 2022)

Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting. - Pratik Nag; Ying Sun 002; Brian J. Reich (CoRR, 2023)

Towards accurate prediction of patient length of stay at emergency department: a GAN-driven deep learning framework. - Farid Kadri; Abdelkader Dairi; Fouzi Harrou; Ying Sun 002 (J. Ambient Intell. Humaniz. Comput., 2023)

Test and Visualization of Covariance Properties for Multivariate Spatio-Temporal Random Fields. - Huang Huang; Ying Sun 002; Marc G. Genton (J. Comput. Graph. Stat., 2023)

Tile low-rank approximations of non-Gaussian space and space-time Tukey g-and-h random field likelihoods and predictions on large-scale systems. - Sagnik Mondal; Sameh Abdulah; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (J. Parallel Distributed Comput., 2023)

Efficient Sitting Posture Recognition for Wheelchair Users: An Unsupervised Data-Driven Framework. - K. Ramakrishna Kini; Fouzi Harrou; Muddu Madakyaru; Farid Kadri; Ying Sun 002 (IEEE Instrum. Meas. Mag., 2023)

Detecting Pediatric Foot Deformities Using Plantar Pressure Measurements: A Semisupervised Approach. - K. Ramakrishna Kini; Muddu Madakyaru; Fouzi Harrou; Ying Sun 002 (IEEE Des. Test, 2023)

A comparison of machine learning methods for ozone pollution prediction. - Qilong Pan 001; Fouzi Harrou; Ying Sun 002 (J. Big Data, 2023)

Detecting Faulty Steel Plates Using Machine Learning. - Abdelhakim Dorbane; Fouzi Harrou; Ying Sun 002 (ICACDS, 2024)

Enhancing photovoltaic system performance using advanced gradient boosting methods. - Fouzi Harrou; Abdelhakim Dorbane; Ying Sun 002 (ICCAD, 2024)

Automatic Sitting Posture Recognition in Wheelchair Users: An AI-driven Pilot Study. - Fouzi Harrou; Abdelhakim Dorbane; Ying Sun 002 (ICFSP, 2024)

Stacked Transformer Models for Enhanced Wind Speed Prediction in the Red Sea. - Mohamad Mazen Hittawe; Fouzi Harrou; Ying Sun 002; Omar M. Knio (INDIN, 2024)

Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications. - Xiran Zhang; Sameh Abdulah; Jian Cao 004; Hatem Ltaief; Ying Sun 002; Marc G. Genton; David E. Keyes (IPDPS, 2024)

Boosting Earth System Model Outputs And Saving PetaBytes in Their Storage Using Exascale Climate Emulators. - Sameh Abdulah; Allison H. Baker; George Bosilca; Qinglei Cao; Stefano Castruccio; Marc G. Genton; David E. Keyes; Zubair Khalid; Hatem Ltaief; Yan Song; Georgiy L. Stenchikov; Ying Sun 002 (SC, 2024)

GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations. - Qilong Pan 001; Sameh Abdulah; Marc G. Genton; David E. Keyes; Hatem Ltaief; Ying Sun 002 (ISC, 2024)

Stacked deep learning approach for efficient SARS-CoV-2 detection in blood samples. - Wu Wang; Fouzi Harrou; Abdelkader Dairi; Ying Sun 002 (Artif. Intell. Medicine, 2024)

Time-series weather prediction in the Red sea using ensemble transformers. - Mohamad Mazen Hittawe; Fouzi Harrou; Mohammed Amine Togou; Ying Sun 002; Omar M. Knio (Appl. Soft Comput., 2024)

Fuzzy clustering of circular time series based on a new dependence measure with applications to wind data. - Ángel López-Oriona; Ying Sun 002; Rosa M. Crujeiras (CoRR, 2024)

Block Vecchia Approximation for Scalable and Efficient Gaussian Process Computations. - Qilong Pan 001; Sameh Abdulah; Marc G. Genton; Ying Sun 002 (CoRR, 2024)

Exploring the Magnitude-Shape Plot Framework for Anomaly Detection in Crowded Video Scenes. - Zuzheng Wang; Fouzi Harrou; Ying Sun 002; Marc G. Genton (CoRR, 2024)

Portability and scalability evaluation of large-scale statistical modeling and prediction software through HPC-ready containers. - Sameh Abdulah; Jorge Ejarque; Omar Marzouk; Hatem Ltaief; Ying Sun 002; Marc G. Genton; Rosa M. Badia; David E. Keyes (Future Gener. Comput. Syst., 2024)

Forecasting High-Dimensional Functional Time Series: Application to Sub-National Age-Specific Mortality. - Cristian F. Jiménez-Varón; Ying Sun 002; Han Lin Shang (J. Comput. Graph. Stat., 2024)

Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids. - Fouzi Harrou; Benamar Bouyeddou; Abdelkader Dairi; Ying Sun 002 (Future Internet, 2024)

Medical Image Authentication and Self-Recovery Using Fragile Watermarking in the Frequency Domain. - Riadh Bouarroudj; Fouzi Harrou; Nabil Zerrouki; Feryel Souami; Fatma Zohra Bellala; Ying Sun 002 (IPAS, 2025)

GPU-Accelerated Modified Bessel Function of the Second Kind for Gaussian Processes. - Zipei Geng; Sameh Abdulah; Ying Sun 002; Hatem Ltaief; David E. Keyes; Marc G. Genton (ISC, 2025)

Anomaly Detection in Photovoltaic Systems Using Improved Independent Component Analysis. - Fouzi Harrou; K. Ramakrishna Kini; Muddu Madakyaru; Ying Sun 002 (IEEE Access, 2025)

Auto-configured explainable graph neural networks for multi-site pollution prediction. - Abdelkader Dairi; Fouzi Harrou; Ying Sun 002 (Appl. Soft Comput., 2025)

Enhancing fault detection in multivariate industrial processes: Kolmogorov-Smirnov non-parametric statistical approach. - K. Ramakrishna Kini; Fouzi Harrou; Muddu Madakyaru; Ying Sun 002 (Comput. Chem. Eng., 2025)

Secure and reversible fragile watermarking for accurate authentication and tamper localization in medical images. - Riadh Bouarroudj; Feryel Souami; Fatma Zohra Bellala; Nabil Zerrouki; Fouzi Harrou; Ying Sun 002 (Comput. Electr. Eng., 2025)

Efficient Large-Scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks. - Pratik Nag; Yiping Hong; Sameh Abdulah; Ghulam A. Qadir; Marc G. Genton; Ying Sun 002 (J. Comput. Graph. Stat., 2025)

Lag selection in feature-based clustering of time series. - Ángel López-Oriona; Ying Sun 002 (Knowl. Based Syst., 2025)

Decentralized Inference for Spatial Data Using Low-Rank Models. - Jianwei Shi; Sameh Abdulah; Ying Sun 002; Marc G. Genton (CoRR, 2025)

Scaled Block Vecchia Approximation for High-Dimensional Gaussian Process Emulation on GPUs. - Qilong Pan 001; Sameh Abdulah; Mustafa Abduljabbar; Hatem Ltaief; Andreas Herten; Mathis Bode; Matthew T. Pratola; Arindam Fadikar; Marc G. Genton; David E. Keyes; Ying Sun 002 (CoRR, 2025)

RCOMPSs: A Scalable Runtime System for R Code Execution on Manycore Systems. - Xiran Zhang; Javier Conejero; Sameh Abdulah; Jorge Ejarque; Ying Sun 002; Rosa M. Badia; David E. Keyes; Marc G. Genton (CoRR, 2025)

Evaluating e-learning readiness using explainable machine learning and key organizational change factors in higher education. - Mohamed Zine; Fouzi Harrou; Mohammed Terbeche; Ying Sun 002 (Educ. Inf. Technol., 2025)

Bivariate DeepKriging for Large-Scale Spatial Interpolation of Wind Fields. - Pratik Nag; Ying Sun 002; Brian J. Reich (Technometrics, 2025)

High-Performance Statistical Computing (HPSC): Challenges, Opportunities, and Future Directions. - Sameh Abdulah; Mary Lai O. Salvaña; Ying Sun 002; David E. Keyes; Marc G. Genton (CoRR, 2025)

Deep learning-based stacked models for cyber-attack detection in industrial internet of things. - Wu Wang; Fouzi Harrou; Benamar Bouyeddou; Sidi-Mohammed Senouci; Ying Sun 002 (Neural Comput. Appl., 2025)

Improving the prediction accuracy of statistical models: A new hierarchical clustering approach. - Ángel López-Oriona; Ying Sun 002; José Antonio Vilar (Stat. Comput., 2025)