Salman Salloum

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Ensemble Learning

Optimization Method

Top Venues

CAAI Trans. Intell. Technol.

Int. J. Mach. Learn. Cybern.

Publications

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) (2023)
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) (2023)
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) (2023)
Salman Salloum, Joshua Zhexue Huang
RSP-Hist: Approximate Histograms for Big Data Exploration on Hadoop Clusters. HiPC (2021)
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) (2020)
Salman Salloum, Joshua Zhexue Huang, Yulin He
Random Sample Partition: A Distributed Data Model for Big Data Analysis. IEEE Trans. Ind. Informatics 15 (11) (2019)
Salman Salloum, Joshua Zhexue Huang, Yulin He
Exploring and cleaning big data with random sample data blocks. J. Big Data 6 (2019)
Salman Salloum, Joshua Zhexue Huang, Yulin He, Xiaojun Chen
An Asymptotic Ensemble Learning Framework for Big Data Analysis. IEEE Access 7 (2019)
Salman Salloum, Yinxu Wu, Joshua Zhexue Huang
A Sampling-Based System for Approximate Big Data Analysis on Computing Clusters. CIKM (2019)
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)
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) (2017)
Salman Salloum, Yu-Lin He, Joshua Zhexue Huang, Xiaoliang Zhang, Tamer Z. Emara
A Random Sample Partition Data Model for Big Data Analysis. CoRR (2017)
Salman Salloum, Joshua Zhexue Huang, Yu-Lin He
Empirical analysis of asymptotic ensemble learning for big data. BDCAT (2016)
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) (2016)
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)