Salman Salloum

According to our database, Salman Salloum authored at least 15 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A novel observation points-based positive-unlabeled learning algorithm.

Yulin He, Xu Li, Manjing Zhang, Philippe Fournier-Viger, Joshua Zhexue Huang, Salman Salloum

CAAI Trans. Intell. Technol., December, 2023

Observation points classifier ensemble for high-dimensional imbalanced classification.

Yulin He, Xu Li, Philippe Fournier-Viger, Joshua Zhexue Huang, Mianjie Li, Salman Salloum

CAAI Trans. Intell. Technol., June, 2023

A review of optimization methods for computation offloading in edge computing networks.

Kuanishbay Sadatdiynov, Laizhong Cui, Lei Zhang, Joshua Zhexue Huang, Salman Salloum, Mohammad Sultan Mahmud

Digit. Commun. Networks, April, 2023

2021

RSP-Hist: Approximate Histograms for Big Data Exploration on Hadoop Clusters.

Salman Salloum, Joshua Zhexue Huang

Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021

2020

A survey of data partitioning and sampling methods to support big data analysis.

Mohammad Sultan Mahmud, Joshua Zhexue Huang, Salman Salloum, Tamer Z. Emara, Kuanishbay Sadatdiynov

Big Data Min. Anal., 2020

2019

Random Sample Partition: A Distributed Data Model for Big Data Analysis.

Salman Salloum, Joshua Zhexue Huang, Yulin He

IEEE Trans. Ind. Informatics, 2019

Exploring and cleaning big data with random sample data blocks.

Salman Salloum, Joshua Zhexue Huang, Yulin He

J. Big Data, 2019

An Asymptotic Ensemble Learning Framework for Big Data Analysis.

Salman Salloum, Joshua Zhexue Huang, Yulin He, Xiaojun Chen

IEEE Access, 2019

A Sampling-Based System for Approximate Big Data Analysis on Computing Clusters.

Salman Salloum, Yinxu Wu, Joshua Zhexue Huang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

A Two-Stage Data Processing Algorithm to Generate Random Sample Partitions for Big Data Analysis.

Chenghao Wei, Salman Salloum, Tamer Z. Emara, Xiaoliang Zhang, Joshua Zhexue Huang, Yu-Lin He

Proceedings of the Cloud Computing - CLOUD 2018, 2018

2017

Ensemble subspace clustering of text data using two-level features.

He Zhao, Salman Salloum, Yeshou Cai, Joshua Zhexue Huang

Int. J. Mach. Learn. Cybern., 2017

A Random Sample Partition Data Model for Big Data Analysis.

Salman Salloum, Yu-Lin He, Joshua Zhexue Huang, Xiaoliang Zhang, Tamer Z. Emara

CoRR, 2017

2016

Big data analytics on Apache Spark.

Salman Salloum, Ruslan Dautov, Xiaojun Chen, Patrick Xiaogang Peng, Joshua Zhexue Huang

Int. J. Data Sci. Anal., 2016

A frequency-based gene selection method with random forests for gene data analysis.

Thanh Trinh, Dingming Wu, Salman Salloum, Tung Nguyen, Joshua Zhexue Huang

Proceedings of the 2016 IEEE RIVF International Conference on Computing & Communication Technologies, 2016

Empirical analysis of asymptotic ensemble learning for big data.

Salman Salloum, Joshua Zhexue Huang, Yu-Lin He

Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016