Ayham A. Zaitouny

15 papers C 1Misc 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Graph reduction techniques for instance selection: comparative and empirical study.
Artif. Intell. Rev.
Zahiriddin Rustamov, Nazar Zaki, Jaloliddin Rustamov, Ayham A. Zaitouny, Rafat Damseh
2025 J jnl
Leveraging Machine Learning Regression Algorithms to Predict Mechanical Properties of Evaporitic Rocks From Their Physical Attributes.
IEEE Access
Ayham A. Zaitouny, Hasan Arman, Anusuya Krishnan, Alaa Ahmed, Ahmed Gad
2025 J jnl
Scalable Graph Attention-based Instance Selection via Mini-Batch Sampling and Hierarchical Hashing.
CoRR
Zahiriddin Rustamov, Ayham A. Zaitouny, Nazar Zaki
2025 J jnl
Scalable graph attention-based instance selection via mini-batch sampling and hierarchical hashing.
AI Open
Zahiriddin Rustamov, Ayham A. Zaitouny, Nazar Zaki
2024 C conf
Evaluating the Segmentation Performance of Gross Volume Tumor in Cervical Cancer Using MRI Images.
CIBCB
Nazar Zaki, Anusuya Krishnan, Rafat Damseh, Wenjian Qin, Ayham A. Zaitouny, Isaias Ghebrehiwet
2024 — conf
GAIS: A Novel Approach to Instance Selection with Graph Attention Networks.
ICKG
Zahiriddin Rustamov, Ayham A. Zaitouny, Rafat Damseh, Nazar Zaki
2024 J jnl
GAIS: A Novel Approach to Instance Selection with Graph Attention Networks.
CoRR
Zahiriddin Rustamov, Ayham A. Zaitouny, Rafat Damseh, Nazar Zaki
2023 J jnl
Detecting criticality in complex univariate time-series: A case study of the U.S. housing market crisis and other markets.
Expert Syst. Appl.
Michael S. Harré, Ayham A. Zaitouny
2022 Misc conf
A Novel Approach to Time Series Complexity via Reservoir Computing.
AI
Braden Thorne, Thomas Jüngling, Michael Small, Débora C. Corrêa, Ayham A. Zaitouny
2022 J jnl
Multiple Sensors Data Integration for Traffic Incident Detection Using the Quadrant Scan.
Sensors
Ayham A. Zaitouny, Athanasios D. Fragkou, Thomas Stemler, David M. Walker, Yuchao Sun, Theodoros E. Karakasidis, Eftihia G. Nathanail, Michael Small
2021 J jnl
Detecting Asset Cascading Failures Using Complex Network Analysis.
IEEE Access
Jaymin Moffatt, Ayham A. Zaitouny, Melinda R. Hodkiewicz, Michael Small
2021 J jnl
On using the modularity of recurrence network communities to detect change-point behaviour.
Expert Syst. Appl.
David M. Walker, Ayham A. Zaitouny, Débora C. Corrêa
2020 J jnl
Fast automatic detection of geological boundaries from multivariate log data using recurrence.
Comput. Geosci.
Ayham A. Zaitouny, Michael Small, June Hill, Irina V. Emelyanova, M. Ben Clennell
2019 J jnl
Optimal Shadowing Filter for a Positioning and Tracking Methodology with Limited Information.
Sensors
Ayham A. Zaitouny, Thomas Stemler, Shannon D. Algar
2017 J jnl
Tracking rigid bodies using only position data: A shadowing filter approach based on newtonian dynamics.
Digit. Signal Process.
Ayham A. Zaitouny, Thomas Stemler, Kevin Judd