Salman Salloum

16 papers A 1B 1C 1Misc 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of approximate big data computing with the random sample partition (RSP).
Int. J. Data Sci. Anal.
Salman Salloum, Kian-Lee Tan, Joshua Zhexue Huang
2023 J jnl
A novel observation points-based positive-unlabeled learning algorithm.
CAAI Trans. Intell. Technol.
Yulin He, Xu Li, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang, Salman Salloum
2023 J jnl
A review of optimization methods for computation offloading in edge computing networks.
Digit. Commun. Networks
Kuanishbay Sadatdiynov, Laizhong Cui, Lei Zhang, Joshua Zhexue Huang, Salman Salloum, Mohammad Sultan Mahmud
2023 J jnl
Observation points classifier ensemble for high-dimensional imbalanced classification.
CAAI Trans. Intell. Technol.
Yulin He, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang, Mianjie Li, Salman Salloum
2021 Misc conf
RSP-Hist: Approximate Histograms for Big Data Exploration on Hadoop Clusters.
HiPC
Salman Salloum, Joshua Zhexue Huang
2020 J jnl
A survey of data partitioning and sampling methods to support big data analysis.
Big Data Min. Anal.
Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, Tamer Z. Emara, Kuanishbay Sadatdiynov
2019 A conf
A Sampling-Based System for Approximate Big Data Analysis on Computing Clusters.
CIKM
Salman Salloum, Yinxu Wu, Joshua Zhexue Huang
2019 J jnl
An Asymptotic Ensemble Learning Framework for Big Data Analysis.
IEEE Access
Salman Salloum, Joshua Zhexue Huang, Yulin He, Xiaojun Chen
2019 J jnl
Exploring and cleaning big data with random sample data blocks.
J. Big Data
Salman Salloum, Joshua Zhexue Huang, Yulin He
2019 J jnl
Random Sample Partition: A Distributed Data Model for Big Data Analysis.
IEEE Trans. Ind. Informatics
Salman Salloum, Joshua Zhexue Huang, Yulin He
2018 B conf
A Two-Stage Data Processing Algorithm to Generate Random Sample Partitions for Big Data Analysis.
CLOUD
Chenghao Wei, Salman Salloum, Tamer Z. Emara, Xiaoliang Zhang, Joshua Zhexue Huang, Yu-Lin He
2017 J jnl
A Random Sample Partition Data Model for Big Data Analysis.
CoRR
Salman Salloum, Yu-Lin He, Joshua Zhexue Huang, Xiaoliang Zhang, Tamer Z. Emara
2017 J jnl
Ensemble subspace clustering of text data using two-level features.
Int. J. Mach. Learn. Cybern.
He Zhao, Salman Salloum, Yeshou Cai, Joshua Zhexue Huang
2016 — conf
A frequency-based gene selection method with random forests for gene data analysis.
RIVF
Thanh Trinh, Dingming Wu, Salman Salloum, Tung Nguyen, Joshua Zhexue Huang
2016 J jnl
Big data analytics on Apache Spark.
Int. J. Data Sci. Anal.
Salman Salloum, Ruslan Dautov, Xiaojun Chen, Patrick Xiaogang Peng, Joshua Zhexue Huang
2016 C conf
Empirical analysis of asymptotic ensemble learning for big data.
BDCAT
Salman Salloum, Joshua Zhexue Huang, Yu-Lin He