Ayham A. Zaitouny

According to our database, Ayham A. Zaitouny authored at least 13 papers between 2017 and 2025.

Collaborative distances:

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

2025

Scalable Graph Attention-based Instance Selection via Mini-Batch Sampling and Hierarchical Hashing.

Zahiriddin Rustamov, Ayham A. Zaitouny, Nazar Zaki

CoRR, February, 2025

Graph reduction techniques for instance selection: comparative and empirical study.

Zahiriddin Rustamov, Nazar Zaki, Jaloliddin Rustamov, Ayham A. Zaitouny, Rafat Damseh

Artif. Intell. Rev., February, 2025

Leveraging Machine Learning Regression Algorithms to Predict Mechanical Properties of Evaporitic Rocks From Their Physical Attributes.

Ayham A. Zaitouny, Hasan Arman, Anusuya Krishnan, Alaa Ahmed, Ahmed Gad

IEEE Access, 2025

2024

GAIS: A Novel Approach to Instance Selection with Graph Attention Networks.

Zahiriddin Rustamov, Ayham A. Zaitouny, Rafat Damseh, Nazar Zaki

Proceedings of the IEEE International Conference on Knowledge Graph, 2024

Evaluating the Segmentation Performance of Gross Volume Tumor in Cervical Cancer Using MRI Images.

Nazar Zaki, Anusuya Krishnan, Rafat Damseh, Wenjian Qin, Ayham A. Zaitouny, Isaias Ghebrehiwet

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2024

2023

Detecting criticality in complex univariate time-series: A case study of the U.S. housing market crisis and other markets.

Michael S. Harré, Ayham A. Zaitouny

Expert Syst. Appl., 2023

2022

Multiple Sensors Data Integration for Traffic Incident Detection Using the Quadrant Scan.

Ayham A. Zaitouny, Athanasios D. Fragkou, Thomas Stemler, David M. Walker, Yuchao Sun, Theodoros E. Karakasidis, Eftihia G. Nathanail, Michael Small

Sensors, 2022

A Novel Approach to Time Series Complexity via Reservoir Computing.

Braden Thorne, Thomas Jüngling, Michael Small, Débora C. Corrêa, Ayham A. Zaitouny

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

2021

On using the modularity of recurrence network communities to detect change-point behaviour.

David M. Walker, Ayham A. Zaitouny, Débora C. Corrêa

Expert Syst. Appl., 2021

Detecting Asset Cascading Failures Using Complex Network Analysis.

Jaymin Moffatt, Ayham A. Zaitouny, Melinda R. Hodkiewicz, Michael Small

IEEE Access, 2021

2020

Fast automatic detection of geological boundaries from multivariate log data using recurrence.

Ayham A. Zaitouny, Michael Small, June Hill, Irina V. Emelyanova, M. Ben Clennell

Comput. Geosci., 2020

2019

Optimal Shadowing Filter for a Positioning and Tracking Methodology with Limited Information.

Ayham A. Zaitouny, Thomas Stemler, Shannon D. Algar

Sensors, 2019

2017

Tracking rigid bodies using only position data: A shadowing filter approach based on newtonian dynamics.

Ayham A. Zaitouny, Thomas Stemler, Kevin Judd

Digit. Signal Process., 2017