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)

Optimal Shadowing Filter for a Positioning and Tracking Methodology with Limited Information. - Ayham A. Zaitouny; Thomas Stemler; Shannon D. Algar (Sensors, 2019)

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)

Detecting Asset Cascading Failures Using Complex Network Analysis. - Jaymin Moffatt; Ayham A. Zaitouny; Melinda R. Hodkiewicz; Michael Small (IEEE Access, 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)

A Novel Approach to Time Series Complexity via Reservoir Computing. - Braden Thorne; Thomas Jüngling; Michael Small; Débora C. Corrêa; Ayham A. Zaitouny (AI, 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)

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)

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 (CIBCB, 2024)

GAIS: A Novel Approach to Instance Selection with Graph Attention Networks. - Zahiriddin Rustamov; Ayham A. Zaitouny; Rafat Damseh; Nazar Zaki (ICKG, 2024)

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)

Graph reduction techniques for instance selection: comparative and empirical study. - Zahiriddin Rustamov; Nazar Zaki; Jaloliddin Rustamov; Ayham A. Zaitouny; Rafat Damseh (Artif. Intell. Rev., 2025)

Scalable Graph Attention-based Instance Selection via Mini-Batch Sampling and Hierarchical Hashing. - Zahiriddin Rustamov; Ayham A. Zaitouny; Nazar Zaki (CoRR, 2025)