Ying Sun - RankMe

139 papers A 5C 13Misc 1Journal 96Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI-driven Braille character recognition using partitioned spatial modeling and sequential learning. Multim. Syst. Et-Tahir Zemouri, Nabil Zerrouki, Fouzi Harrou, Ying Sun
2026	J	`jnl`	Forecasting time series collections via fuzzy clustering. Fuzzy Sets Syst. Ángel López-Oriona, Ying Sun
2025	J	`jnl`	A Manifold Learning-Based Anomaly Detection Framework for Cardiovascular Disease Diagnosis. Comput. Intell. Fouzi Harrou, Abdelkader Dairi, Ying Sun
2025	J	`jnl`	Anomaly Detection in Photovoltaic Systems Using Improved Independent Component Analysis. IEEE Access Fouzi Harrou, K. Ramakrishna Kini, Muddu Madakyaru, Ying Sun
2025	—	`conf`	Attention-Enhanced Principal Component Analysis for Anomaly Detection and Isolation. ICCMA Fouzi Harrou, Ying Sun, Abdelhakim Dorbane
2025	J	`jnl`	Auto-configured explainable graph neural networks for multi-site pollution prediction. Appl. Soft Comput. Abdelkader Dairi, Fouzi Harrou, Ying Sun
2025	J	`jnl`	Bivariate DeepKriging for Large-Scale Spatial Interpolation of Wind Fields. Technometrics Pratik Nag, Ying Sun, Brian J. Reich
2025	J	`jnl`	Decentralized Inference for Spatial Data Using Low-Rank Models. CoRR Jianwei Shi, Sameh Abdulah, Ying Sun, Marc G. Genton
2025	J	`jnl`	Deep learning-based stacked models for cyber-attack detection in industrial internet of things. Neural Comput. Appl. Wu Wang, Fouzi Harrou, Benamar Bouyeddou, Sidi-Mohammed Senouci, Ying Sun
2025	J	`jnl`	Dependence-Based Fuzzy Clustering of Functional Time Series. J. Comput. Graph. Stat. Ángel López-Oriona, Ying Sun, Han Lin Shang
2025	J	`jnl`	Efficient Large-Scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks. J. Comput. Graph. Stat. Pratik Nag, Yiping Hong, Sameh Abdulah, Ghulam A. Qadir, Marc G. Genton, Ying Sun
2025	J	`jnl`	Enhancing fault detection in multivariate industrial processes: Kolmogorov-Smirnov non-parametric statistical approach. Comput. Chem. Eng. K. Ramakrishna Kini, Fouzi Harrou, Muddu Madakyaru, Ying Sun
2025	J	`jnl`	Evaluating e-learning readiness using explainable machine learning and key organizational change factors in higher education. Educ. Inf. Technol. Mohamed Zine, Fouzi Harrou, Mohammed Terbeche, Ying Sun
2025	J	`jnl`	FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis. Int. J. Approx. Reason. Ziling Ma, Ángel López-Oriona, Hernando Ombao, Ying Sun
2025	C	`conf`	GPU-Accelerated Modified Bessel Function of the Second Kind for Gaussian Processes. ISC Zipei Geng, Sameh Abdulah, Ying Sun, Hatem Ltaief, David E. Keyes, Marc G. Genton
2025	J	`jnl`	GPU-Accelerated Modified Bessel Function of the Second Kind for Gaussian Processes. CoRR Zipei Geng, Sameh Abdulah, Ying Sun, Hatem Ltaief, David E. Keyes, Marc G. Genton
2025	J	`jnl`	Graph neural networks-based spatiotemporal prediction of photovoltaic power: a comparative study. Neural Comput. Appl. Abdelkader Dairi, Fouzi Harrou, Belkacem Khaldi, Ying Sun
2025	J	`jnl`	High-Performance Statistical Computing (HPSC): Challenges, Opportunities, and Future Directions. CoRR Sameh Abdulah, Mary Lai O. Salvaña, Ying Sun, David E. Keyes, Marc G. Genton
2025	J	`jnl`	Improving cyber-attack detection in Internet of Medical Things using ensemble deep learning methods. Clust. Comput. Wu Wang, Fouzi Harrou, Sidi-Mohammed Senouci, Ying Sun
2025	J	`jnl`	Improving the prediction accuracy of statistical models: A new hierarchical clustering approach. Stat. Comput. Ángel López-Oriona, Ying Sun, José Antonio Vilar
2025	J	`jnl`	Lag selection in feature-based clustering of time series. Knowl. Based Syst. Ángel López-Oriona, Ying Sun
2025	C	`conf`	Medical Image Authentication and Self-Recovery Using Fragile Watermarking in the Frequency Domain. IPAS Riadh Bouarroudj, Fouzi Harrou, Nabil Zerrouki, Feryel Souami, Fatma Zohra Bellala, Ying Sun
2025	J	`jnl`	RCOMPSs: A Scalable Runtime System for R Code Execution on Manycore Systems. CoRR Xiran Zhang, Javier Conejero, Sameh Abdulah, Jorge Ejarque, Ying Sun, Rosa M. Badia, David E. Keyes, Marc G. Genton
2025	J	`jnl`	Scalable Asynchronous Federated Modeling for Spatial Data. CoRR Jianwei Shi, Sameh Abdulah, Ying Sun, Marc G. Genton
2025	J	`jnl`	Scaled Block Vecchia Approximation for High-Dimensional Gaussian Process Emulation on GPUs. CoRR Qilong Pan, Sameh Abdulah, Mustafa Abduljabbar, Hatem Ltaief, Andreas Herten, Mathis Bode, Matthew T. Pratola, Arindam Fadikar, Marc G. Genton, David E. Keyes, Ying Sun
2025	J	`jnl`	Secure and reversible fragile watermarking for accurate authentication and tamper localization in medical images. Comput. Electr. Eng. Riadh Bouarroudj, Feryel Souami, Fatma Zohra Bellala, Nabil Zerrouki, Fouzi Harrou, Ying Sun
2025	J	`jnl`	Understanding Student Behavioral Dynamics in Moodle Through Chaos Theory and Interpretable Machine Learning. SN Comput. Sci. Mohamed Zine, Fouzi Harrou, Ying Sun
2025	J	`jnl`	Visualization and Assessment of Copula Symmetry. J. Comput. Graph. Stat. Cristian Felipe Jiménez-Varón, Hao Lee, Marc G. Genton, Ying Sun
2024	—	`conf`	Automatic Sitting Posture Recognition in Wheelchair Users: An AI-driven Pilot Study. ICFSP Fouzi Harrou, Abdelhakim Dorbane, Ying Sun
2024	J	`jnl`	Block Vecchia Approximation for Scalable and Efficient Gaussian Process Computations. CoRR Qilong Pan, Sameh Abdulah, Marc G. Genton, Ying Sun
2024	A	`conf`	Boosting Earth System Model Outputs And Saving PetaBytes in Their Storage Using Exascale Climate Emulators. SC 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
2024	—	`conf`	Detecting Faulty Steel Plates Using Machine Learning. ICACDS Abdelhakim Dorbane, Fouzi Harrou, Ying Sun
2024	A	`conf`	Enhancing photovoltaic system performance using advanced gradient boosting methods. ICCAD Fouzi Harrou, Abdelhakim Dorbane, Ying Sun
2024	J	`jnl`	Exploiting Autoencoder-Based Anomaly Detection to Enhance Cybersecurity in Power Grids. Future Internet Fouzi Harrou, Benamar Bouyeddou, Abdelkader Dairi, Ying Sun
2024	J	`jnl`	Exploring the Magnitude-Shape Plot Framework for Anomaly Detection in Crowded Video Scenes. CoRR Zuzheng Wang, Fouzi Harrou, Ying Sun, Marc G. Genton
2024	J	`jnl`	Forecasting High-Dimensional Functional Time Series: Application to Sub-National Age-Specific Mortality. J. Comput. Graph. Stat. Cristian Felipe Jiménez-Varón, Ying Sun, Han Lin Shang
2024	J	`jnl`	Fuzzy clustering of circular time series based on a new dependence measure with applications to wind data. CoRR Ángel López-Oriona, Ying Sun, Rosa M. Crujeiras
2024	C	`conf`	GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations. ISC Qilong Pan, Sameh Abdulah, Marc G. Genton, David E. Keyes, Hatem Ltaief, Ying Sun
2024	J	`jnl`	GPU-Accelerated Vecchia Approximations of Gaussian Processes for Geospatial Data using Batched Matrix Computations. CoRR Qilong Pan, Sameh Abdulah, Marc G. Genton, David E. Keyes, Hatem Ltaief, Ying Sun
2024	A	`conf`	Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications. IPDPS Xiran Zhang, Sameh Abdulah, Jian Cao, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2024	J	`jnl`	Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications. CoRR Xiran Zhang, Sameh Abdulah, Jian Cao, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2024	J	`jnl`	Portability and scalability evaluation of large-scale statistical modeling and prediction software through HPC-ready containers. Future Gener. Comput. Syst. Sameh Abdulah, Jorge Ejarque, Omar Marzouk, Hatem Ltaief, Ying Sun, Marc G. Genton, Rosa M. Badia, David E. Keyes
2024	C	`conf`	Stacked Transformer Models for Enhanced Wind Speed Prediction in the Red Sea. INDIN Mohamad Mazen Hittawe, Fouzi Harrou, Ying Sun, Omar M. Knio
2024	J	`jnl`	Stacked deep learning approach for efficient SARS-CoV-2 detection in blood samples. Artif. Intell. Medicine Wu Wang, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2024	J	`jnl`	Time-series weather prediction in the Red sea using ensemble transformers. Appl. Soft Comput. Mohamad Mazen Hittawe, Fouzi Harrou, Mohammed Amine Togou, Ying Sun, Omar M. Knio
2023	J	`jnl`	A comparison of machine learning methods for ozone pollution prediction. J. Big Data Qilong Pan, Fouzi Harrou, Ying Sun
2023	J	`jnl`	Bivariate DeepKriging for Large-scale Spatial Interpolation of Wind Fields. CoRR Pratik Nag, Ying Sun, Brian J. Reich
2023	J	`jnl`	Detecting Pediatric Foot Deformities Using Plantar Pressure Measurements: A Semisupervised Approach. IEEE Des. Test K. Ramakrishna Kini, Muddu Madakyaru, Fouzi Harrou, Ying Sun
2023	J	`jnl`	Efficient Large-scale Nonstationary Spatial Covariance Function Estimation Using Convolutional Neural Networks. CoRR Pratik Nag, Yiping Hong, Sameh Abdulah, Ghulam A. Qadir, Marc G. Genton, Ying Sun
2023	J	`jnl`	Efficient Sitting Posture Recognition for Wheelchair Users: An Unsupervised Data-Driven Framework. IEEE Instrum. Meas. Mag. K. Ramakrishna Kini, Fouzi Harrou, Muddu Madakyaru, Farid Kadri, Ying Sun
2023	J	`jnl`	Portability and Scalability Evaluation of Large-Scale Statistical Modeling and Prediction Software through HPC-Ready Containers. CoRR Sameh Abdulah, Jorge Ejarque, Omar Marzouk, Hatem Ltaief, Ying Sun, Marc G. Genton, Rosa M. Badia, David E. Keyes
2023	J	`jnl`	Spatio-temporal DeepKriging for Interpolation and Probabilistic Forecasting. CoRR Pratik Nag, Ying Sun, Brian J. Reich
2023	J	`jnl`	Test and Visualization of Covariance Properties for Multivariate Spatio-Temporal Random Fields. J. Comput. Graph. Stat. Huang Huang, Ying Sun, Marc G. Genton
2023	J	`jnl`	Tile low-rank approximations of non-Gaussian space and space-time Tukey J. Parallel Distributed Comput. Sagnik Mondal, Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2023	J	`jnl`	Towards accurate prediction of patient length of stay at emergency department: a GAN-driven deep learning framework. J. Ambient Intell. Humaniz. Comput. Farid Kadri, Abdelkader Dairi, Fouzi Harrou, Ying Sun
2022	J	`jnl`	A Semi-Supervised Modulation Identification in MIMO Systems: A Deep Learning Strategy. IEEE Access Sofya Bouchenak, Rachid Merzougui, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2022	—	`conf`	A Survey on Recent Advances in Fall Detection Systems Using Machine Learning Formalisms. ICFSP Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amina Zouina Ait Djafer, Amrane Houacine
2022	—	`conf`	A Tree-Driven Ensemble Learning Approach to Predict FS Welded Al-6061-T6 Material Behavior. ICFSP Abdelhakim Dorbane, Fouzi Harrou, Ying Sun
2022	J	`jnl`	A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems. Clust. Comput. Wu Wang, Fouzi Harrou, Benamar Bouyeddou, Sidi-Mohammed Senouci, Ying Sun
2022	J	`jnl`	Accelerating Geostatistical Modeling and Prediction With Mixed-Precision Computations: A High-Productivity Approach With PaRSEC. IEEE Trans. Parallel Distributed Syst. Sameh Abdulah, Qinglei Cao, Yu Pei, George Bosilca, Jack J. Dongarra, Marc G. Genton, David E. Keyes, Hatem Ltaief, Ying Sun
2022	J	`jnl`	Cyber-attacks detection in industrial systems using artificial intelligence-driven methods. Int. J. Crit. Infrastructure Prot. Wu Wang, Fouzi Harrou, Benamar Bouyeddou, Sidi-Mohammed Senouci, Ying Sun
2022	—	`conf`	DDOS attacks detection based on attention-deep learning and local outlier factor. FMEC Abdelkader Dairi, Belkacem Khaldi, Fouzi Harrou, Ying Sun
2022	J	`jnl`	Deep Generative Learning-Based 1-SVM Detectors for Unsupervised COVID-19 Infection Detection Using Blood Tests. IEEE Trans. Instrum. Meas. Abdelkader Dairi, Fouzi Harrou, Ying Sun
2022	J	`jnl`	Efficient Driver Drunk Detection by Sensors: A Manifold Learning-Based Anomaly Detector. IEEE Access Abdelkader Dairi, Fouzi Harrou, Ying Sun
2022	J	`jnl`	Efficient land desertification detection using a deep learning-driven generative adversarial network approach: A case study. Concurr. Comput. Pract. Exp. Nabil Zerrouki, Abdelkader Dairi, Fouzi Harrou, Yacine Zerrouki, Ying Sun
2022	J	`jnl`	Flexible quantile contour estimation for multivariate functional data: Beyond convexity. Comput. Stat. Data Anal. Gaurav Agarwal, Wei Tu, Ying Sun, Linglong Kong
2022	—	`conf`	Gated Recurrent Unit Based Short-Term Network for Robot Swarm Motion Forecasting. RTSI Belkacem Khaldi, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2022	J	`jnl`	Machine learning and deep learning-driven methods for predicting ambient particulate matters levels: A case study. Concurr. Comput. Pract. Exp. Amin Wu, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2022	—	`conf`	Monitoring Ground-Level Ozone Pollution Based on a Semi-supervised Approach. ICFSP Benamar Bouyeddou, Fouzi Harrou, Abdelkader Dairi, Ying Sun
2022	A	`conf`	Parallel Approximations of the Tukey g-and-h Likelihoods and Predictions for Non-Gaussian Geostatistics. IPDPS Sagnik Mondal, Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2022	—	`conf`	Parallel space-time likelihood optimization for air pollution prediction on large-scale systems. PASC Mary Lai O. Salvaña, Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2022	—	`conf`	Predicting Energy Consumption in Wastewater Treatment Plants through Light Gradient Boosting Machine: A Comparative Study. ICSC Yasminah Alali, Fouzi Harrou, Ying Sun
2022	A	`conf`	Reshaping Geostatistical Modeling and Prediction for Extreme-Scale Environmental Applications. SC 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
2022	J	`jnl`	Toward Emerging Cubic-Spline Patterns With a Mobile Robotics Swarm System. IEEE Trans. Cogn. Dev. Syst. Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
2022	J	`jnl`	Using BART to Perform Pareto Optimization and Quantify its Uncertainties. Technometrics Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
2021	C	`conf`	A deep attention-driven model to forecast solar irradiance. INDIN Abdelkader Dairi, Fouzi Harrou, Ying Sun
2021	J	`jnl`	A semi-parametric estimation method for the quantile spectrum with an application to earthquake classification using convolutional neural network. Comput. Stat. Data Anal. Tianbo Chen, Ying Sun, Ta-Hsin Li
2021	J	`jnl`	Bivariate Functional Quantile Envelopes With Application to Radiosonde Wind Data. Technometrics Gaurav Agarwal, Ying Sun
2021	J	`jnl`	Clustering Brain Signals: a Robust Approach Using Functional Data Ranking. J. Classif. Tianbo Chen, Ying Sun, Carolina Euán, Hernando C. Ombao
2021	J	`jnl`	Comparative study of machine learning methods for COVID-19 transmission forecasting. J. Biomed. Informatics Abdelkader Dairi, Fouzi Harrou, Abdelhafid Zeroual, Mohamad Mazen Hittawe, Ying Sun
2021	J	`jnl`	Desertification Detection Using an Improved Variational Autoencoder-Based Approach Through ETM-Landsat Satellite Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yacine Zerrouki, Fouzi Harrou, Nabil Zerrouki, Abdelkader Dairi, Ying Sun
2021	J	`jnl`	Detecting network cyber-attacks using an integrated statistical approach. Clust. Comput. Benamar Bouyeddou, Fouzi Harrou, Benamar Kadri, Ying Sun
2021	J	`jnl`	Estimation of Spatial Deformation for Nonstationary Processes via Variogram Alignment. Technometrics Ghulam A. Qadir, Ying Sun, Sebastian Kurtek
2021	C	`conf`	Fault Detection in Solar PV Systems Using Hypothesis Testing. INDIN Fouzi Harrou, Bilal Taghezouit, Benamar Bouyeddou, Ying Sun, Amar Hadj Arab
2021	J	`jnl`	High Performance Multivariate Geospatial Statistics on Manycore Systems. IEEE Trans. Parallel Distributed Syst. Mary Lai O. Salvaña, Sameh Abdulah, Huang Huang, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2021	J	`jnl`	Integrated Multiple Directed Attention-Based Deep Learning for Improved Air Pollution Forecasting. IEEE Trans. Instrum. Meas. Abdelkader Dairi, Fouzi Harrou, Sofiane Khadraoui, Ying Sun
2021	J	`jnl`	Using BART for Multiobjective Optimization of Noisy Multiple Objectives. CoRR Akira Horiguchi, Thomas J. Santner, Ying Sun, Matthew T. Pratola
2020	J	`jnl`	Bernoulli vector autoregressive model. J. Multivar. Anal. Carolina Euán, Ying Sun
2020	J	`jnl`	DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction. CoRR Yuxiao Li, Ying Sun, Brian J. Reich
2020	J	`jnl`	Early Detection of Parkinson's Disease Using Deep Learning and Machine Learning. IEEE Access Wu Wang, Junho Lee, Fouzi Harrou, Ying Sun
2020	J	`jnl`	Forecasting of Wastewater Treatment Plant Key Features Using Deep Learning-Based Models: A Case Study. IEEE Access Tuoyuan Cheng, Fouzi Harrou, Farid Kadri, Ying Sun, Torove Leiknes
2020	J	`jnl`	Functional outlier detection and taxonomy by sequential transformations. Comput. Stat. Data Anal. Wenlin Dai, Tomás Mrkvicka, Ying Sun, Marc G. Genton
2020	J	`jnl`	Geostatistical Modeling and Prediction Using Mixed-Precision Tile Cholesky Factorization. CoRR Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2020	J	`jnl`	High Performance Multivariate Spatial Modeling for Geostatistical Data on Manycore Systems. CoRR Mary Lai O. Salvaña, Sameh Abdulah, Huang Huang, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2020	—	`conf`	Improving robots swarm aggregation performance through the Minkowski distance function. ICMRE Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
2020	J	`jnl`	Malicious attacks detection in crowded areas using deep learning-based approach. IEEE Instrum. Meas. Mag. Fouzi Harrou, Mohamad Mazen Hittawe, Ying Sun, Ouadi Beya
2020	J	`jnl`	Wind Power Prediction Using Ensemble Learning-Based Models. IEEE Access Junho Lee, Wu Wang, Fouzi Harrou, Ying Sun
2019	J	`jnl`	A Decomposition of Total Variation Depth for Understanding Functional Outliers. Technometrics Huang Huang, Ying Sun
2019	J	`jnl`	An Integrated Vision-Based Approach for Efficient Human Fall Detection in a Home Environment. IEEE Access Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine
2019	J	`jnl`	ExaGeoStatR: A Package for Large-Scale Geostatistics in R. CoRR Sameh Abdulah, Yuxiao Li, Jian Cao, Hatem Ltaief, David E. Keyes, Marc G. Genton, Ying Sun
2019	J	`jnl`	Flexible and Efficient Topological Approaches for a Reliable Robots Swarm Aggregation. IEEE Access Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
2019	Misc	`conf`	Geostatistical Modeling and Prediction Using Mixed Precision Tile Cholesky Factorization. HiPC Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2019	J	`jnl`	Likelihood approximation with hierarchical matrices for large spatial datasets. Comput. Stat. Data Anal. Alexander Litvinenko, Ying Sun, Marc G. Genton, David E. Keyes
2019	J	`jnl`	Monitoring Influent Conditions of Wastewater Treatment Plants by Nonlinear Data-Based Techniques. IEEE Access Tuoyuan Cheng, Abdelkader Dairi, Fouzi Harrou, Ying Sun, Torove Leiknes
2018	—	`conf`	An Improved Macroscopic Modeling for Highway Traffic Density Estimation. ICFSP Abdelhafid Zeroual, Fouzi Harrou, Ying Sun
2018	—	`conf`	Detecting cyber-attacks using a CRPS-based monitoring approach. SSCI Fouzi Harrou, Benamar Bouyeddou, Ying Sun, Benamar Kadri
2018	J	`jnl`	ExaGeoStat: A High Performance Unified Software for Geostatistics on Manycore Systems. IEEE Trans. Parallel Distributed Syst. Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2018	J	`jnl`	Flexible and efficient estimating equations for variogram estimation. Comput. Stat. Data Anal. Ying Sun, Xiaohui Chang, Yongtao Guan
2018	—	`conf`	Monitoring land-cover changes by combining a detection step with a classification step. SSCI Fouzi Harrou, Nabil Zerrouki, Ying Sun, Lotfi Hocini
2018	C	`conf`	Parallel Approximation of the Maximum Likelihood Estimation for the Prediction of Large-Scale Geostatistics Simulations. CLUSTER Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2018	J	`jnl`	Self-organization in aggregating robot swarms: A DW-KNN topological approach. Biosyst. Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
2018	J	`jnl`	Statistical Monitoring of Changes to Land Cover. IEEE Geosci. Remote. Sens. Lett. Nabil Zerrouki, Fouzi Harrou, Ying Sun
2018	J	`jnl`	Tile Low-Rank Approximation of Large-Scale Maximum Likelihood Estimation on Manycore Architectures. CoRR Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2018	C	`conf`	Traffic congestion detection based on hybrid observer and GLR test. ACC Fouzi Harrou, Abdelhafid Zeroual, Ying Sun
2018	J	`jnl`	Unsupervised obstacle detection in driving environments using deep-learning-based stereovision. Robotics Auton. Syst. Abdelkader Dairi, Fouzi Harrou, Senouci Mohamed, Ying Sun
2018	—	`conf`	Wastewater treatment plant monitoring via a deep learning approach. ICIT Fouzi Harrou, Abdelkader Dairi, Ying Sun, Senouci Mohamed
2017	—	`conf`	A measurement-based fault detection approach applied to monitor robots swarm. ICSC Belkacem Khaldi, Fouzi Harrou, Ying Sun, Cherif Foudil
2017	—	`conf`	A multivariate time series approach to forecasting daily attendances at hospital emergency department. SSCI Farid Kadri, Fouzi Harrou, Ying Sun
2017	—	`conf`	A statistical-based approach for fault detection and diagnosis in a photovoltaic system. ICSC Elyes Garoudja, Fouzi Harrou, Ying Sun, Kamel Kara, Aissa Chouder, Santiago Silvestre
2017	C	`conf`	Adaboost-based algorithm for human action recognition. INDIN Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine
2017	—	`conf`	Enhanced dynamic data-driven fault detection approach: Application to a two-tank heater system. SSCI Fouzi Harrou, Muddu Madakyaru, Ying Sun, Sanjula Kammammettu
2017	J	`jnl`	ExaGeoStat: A High Performance Unified Framework for Geostatistics on Manycore Systems. CoRR Sameh Abdulah, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
2017	—	`conf`	Model-based fault detection algorithm for photovoltaic system monitoring. SSCI Fouzi Harrou, Ying Sun, Ahmed Saidi
2017	J	`jnl`	Monitoring a robot swarm using a data-driven fault detection approach. Robotics Auton. Syst. Belkacem Khaldi, Fouzi Harrou, Cherif Foudil, Ying Sun
2017	J	`jnl`	Vision-based fall detection system for improving safety of elderly people. IEEE Instrum. Meas. Mag. Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine
2016	C	`conf`	A simple strategy for fall events detection. INDIN Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine
2016	J	`jnl`	Accelerometer and Camera-Based Strategy for Improved Human Fall Detection. J. Medical Syst. Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine
2016	J	`jnl`	Fused Adaptive Lasso for Spatial and Temporal Quantile Function Estimation. Technometrics Ying Sun, Huixia Judy Wang, Montserrat Fuentes
2016	—	`conf`	Improved anomaly detection using multi-scale PLS and generalized likelihood ratio test. SSCI Muddu Madakyaru, Fouzi Harrou, Ying Sun
2016	—	`conf`	Nonlinear partial least squares with Hellinger distance for nonlinear process monitoring. SSCI Fouzi Harrou, Muddu Madakyaru, Ying Sun
2016	C	`conf`	PLS-based memory control scheme for enhanced process monitoring. INDIN Fouzi Harrou, Ying Sun
2016	J	`jnl`	Seasonal ARMA-based SPC charts for anomaly detection: Application to emergency department systems. Neurocomputing Farid Kadri, Fouzi Harrou, Sondès Chaabane, Ying Sun, Christian Tahon
2015	C	`conf`	A measurement-based technique for incipient anomaly detection. ISDA Fouzi Harrou, Ying Sun
2015	—	`conf`	Enhanced Anomaly Detection Via PLS Regression Models and Information Entropy Theory. SSCI Fouzi Harrou, Ying Sun
2015	C	`conf`	Enhanced monitoring of abnormal emergency department demands. ISDA Fouzi Harrou, Ying Sun, Farid Kadri
2015	—	`conf`	GLRT Based Anomaly Detection for Sensor Network Monitoring. SSCI Fouzi Harrou, Ying Sun
2015	J	`jnl`	Improved principal component analysis for anomaly detection: Application to an emergency department. Comput. Ind. Eng. Fouzi Harrou, Farid Kadri, Sondès Chaabane, Christian Tahon, Ying Sun
2014	J	`jnl`	Simplicial band depth for multivariate functional data. Adv. Data Anal. Classif. Sara López-Pintado, Ying Sun, Juan K. Lin, Marc G. Genton
2012	J	`jnl`	Nonparametric Inference for Periodic Sequences. Technometrics Ying Sun, Jeffrey D. Hart, Marc G. Genton