| Big data analytics on Apache Spark S Salloum, R Dautov, X Chen, PX Peng, JZ Huang International Journal of Data Science and Analytics 1, 145-164, 2016 | 467 | 2016 |
| A survey of data partitioning and sampling methods to support big data analysis MS Mahmud, JZ Huang, S Salloum, TZ Emara, K Sadatdiynov Big Data Mining and Analytics 3 (2), 85-101, 2020 | 284 | 2020 |
| Random Sample Partition: A Distributed Data Model for Big Data Analysis S Salloum, JZ Huang, Y He IEEE Transactions on Industrial Informatics, 2019 | 111 | 2019 |
| A review of optimization methods for computation offloading in edge computing networks K Sadatdiynov, L Cui, L Zhang, JZ Huang, S Salloum, MS Mahmud Digital Communications and Networks, 2022 | 86 | 2022 |
| A Two-Stage Data Processing Algorithm to Generate Random Sample Partitions for Big Data Analysis C Wei, S Salloum, TZ Emara, X Zhang, JZ Huang, Y He International Conference on Cloud Computing, 347-364, 2018 | 25 | 2018 |
| Exploring and cleaning big data with random sample data blocks S Salloum, JZ Huang, Y He Journal of Big Data 6, 1-28, 2019 | 24 | 2019 |
| An asymptotic ensemble learning framework for big data analysis S Salloum, JZ Huang, Y He, X Chen IEEE Access 7, 3675-3693, 2018 | 22 | 2018 |
| Empirical analysis of asymptotic ensemble learning for big data S Salloum, JZ Huang, Y He Proceedings of the 3rd IEEE/ACM International Conference on Big Data …, 2016 | 16 | 2016 |
| Ensemble subspace clustering of text data using two-level features H Zhao, S Salloum, Y Cai, JZ Huang International Journal of Machine Learning and Cybernetics, 1-16, 2016 | 12 | 2016 |
| An inference network model for retrieving reusable learning objects A Khierbek, S Salloum, A Tannous 2008 3rd International Conference on Information and Communication …, 2008 | 8 | 2008 |
| A Sampling-Based System for Approximate Big Data Analysis on Computing Clusters S Salloum, Y Wu, JZ Huang Proceedings of the 28th ACM International Conference on Information and …, 2019 | 6 | 2019 |
| A novel observation points‐based positive‐unlabeled learning algorithm Y He, X Li, M Zhang, P Fournier‐Viger, JZ Huang, S Salloum CAAI Transactions on Intelligence Technology 8 (4), 1425-1443, 2023 | 5 | 2023 |
| A Frequency-Based Gene Selection Method with Random Forests for Gene Data Analysis T Trinh, DM Wu, S Salloum, T Nguyen, JZ Huang | 5 | 2016 |
| Observation points classifier ensemble for high‐dimensional imbalanced classification Y He, X Li, P Fournier‐Viger, JZ Huang, M Li, S Salloum CAAI Transactions on Intelligence Technology 8 (2), 500-517, 2023 | 4 | 2023 |
| RSP-Hist: Approximate Histograms for Big Data Exploration on Hadoop Clusters S Salloum, JZ Huang 2021 IEEE 28th International Conference on High Performance Computing, Data …, 2021 | 4 | 2021 |
| BUILDING eLEARNING ARABIC CONTENT ePedia-Sy APPROACH A Khierbek, S Salloum 2nd e-Learning Excellence in the Middle East Forum, 247-267, 2009 | | 2009 |
