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2020 – today
- 2023
[j9]Yulin He
, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang, Mianjie Li, Salman Salloum:
Observation points classifier ensemble for high-dimensional imbalanced classification. CAAI Trans. Intell. Technol. 8(2): 500-517 (2023)- [j8]Yulin He, Xu Li, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang, Salman Salloum:
A novel observation points-based positive-unlabeled learning algorithm. CAAI Trans. Intell. Technol. 8(4): 1425-1443 (2023) - [j7]Kuanishbay Sadatdiynov, Laizhong Cui, Lei Zhang, Joshua Zhexue Huang, Salman Salloum, Mohammad Sultan Mahmud:
A review of optimization methods for computation offloading in edge computing networks. Digit. Commun. Networks 9(2): 450-461 (2023) - 2021
- [c5]Salman Salloum, Joshua Zhexue Huang:
RSP-Hist: Approximate Histograms for Big Data Exploration on Hadoop Clusters. HiPC 2021: 412-417 - 2020
- [j6]Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, Tamer Z. Emara, Kuanishbay Sadatdiynov:
A survey of data partitioning and sampling methods to support big data analysis. Big Data Min. Anal. 3(2): 85-101 (2020)
2010 – 2019
- 2019
- [j5]Salman Salloum, Joshua Zhexue Huang, Yulin He, Xiaojun Chen:
An Asymptotic Ensemble Learning Framework for Big Data Analysis. IEEE Access 7: 3675-3693 (2019) - [j4]Salman Salloum, Joshua Zhexue Huang, Yulin He:
Exploring and cleaning big data with random sample data blocks. J. Big Data 6: 45 (2019) - [j3]Salman Salloum, Joshua Zhexue Huang, Yulin He:
Random Sample Partition: A Distributed Data Model for Big Data Analysis. IEEE Trans. Ind. Informatics 15(11): 5846-5854 (2019) - [c4]Salman Salloum, Yinxu Wu, Joshua Zhexue Huang:
A Sampling-Based System for Approximate Big Data Analysis on Computing Clusters. CIKM 2019: 2481-2484 - 2018
- [c3]Chenghao Wei, Salman Salloum, Tamer Z. Emara, Xiaoliang Zhang, Joshua Zhexue Huang, Yu-Lin He:
A Two-Stage Data Processing Algorithm to Generate Random Sample Partitions for Big Data Analysis. CLOUD 2018: 347-364 - 2017
- [j2]He Zhao, Salman Salloum, Yeshou Cai, Joshua Zhexue Huang:
Ensemble subspace clustering of text data using two-level features. Int. J. Mach. Learn. Cybern. 8(6): 1751-1766 (2017) - [i1]Salman Salloum, Yu-Lin He, Joshua Zhexue Huang, Xiaoliang Zhang, Tamer Z. Emara:
A Random Sample Partition Data Model for Big Data Analysis. CoRR abs/1712.04146 (2017) - 2016
- [j1]Salman Salloum, Ruslan Dautov, Xiaojun Chen, Patrick Xiaogang Peng, Joshua Zhexue Huang:
Big data analytics on Apache Spark. Int. J. Data Sci. Anal. 1(3-4): 145-164 (2016) - [c2]Salman Salloum, Joshua Zhexue Huang, Yu-Lin He:
Empirical analysis of asymptotic ensemble learning for big data. BDCAT 2016: 8-17 - [c1]Thanh Trinh, Dingming Wu, Salman Salloum, Tung Nguyen, Joshua Zhexue Huang:
A frequency-based gene selection method with random forests for gene data analysis. RIVF 2016: 193-198
Coauthor Index
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