Ayah Helal

14 papers A 5B 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
An Ensemble Ant Colony Optimization Algorithm with a Hybrid Pheromone Model for Learning Rule Lists.
GECCO
James Brookhouse, Ayah Helal, Fernando E. B. Otero
2025 A conf
Learning Grouping Heuristics in Ant Colony Optimization for Combinatorial Problems.
GECCO
Aseel Ismael Ali, Edward C. Keedwell, Ayah Helal
2025 J jnl
Provenance Graph Kernel.
IEEE Trans. Knowl. Data Eng.
David Kohan Marzagão, Trung Dong Huynh, Ayah Helal, Sean Baccas, Luc Moreau
2024 A conf
A Differential Pheromone Grouping Ant Colony Optimization Algorithm for the 1-D Bin Packing Problem.
GECCO
Aseel Ismael Ali, Edward C. Keedwell, Ayah Helal
2022 J jnl
Data stream classification with ant colony optimisation.
Int. J. Intell. Syst.
Ayah Helal, Fernando E. B. Otero
2022 J jnl
Explainability-by-Design: A Methodology to Support Explanations in Decision-Making Systems.
CoRR
Trung Dong Huynh, Niko Tsakalakis, Ayah Helal, Sophie Stalla-Bourdillon, Luc Moreau
2021 J jnl
Addressing Regulatory Requirements on Explanations for Automated Decisions with Provenance - A Case Study.
Digit. Gov. Res. Pract.
Trung Dong Huynh, Niko Tsakalakis, Ayah Helal, Sophie Stalla-Bourdillon, Luc Moreau
2021 J jnl
The dual function of explanations: Why it is useful to compute explanations.
Comput. Law Secur. Rev.
Niko Tsakalakis, Sophie Stalla-Bourdillon, Laura Carmichael, Trung Dong Huynh, Luc Moreau, Ayah Helal
2020 — conf
Explanations for AI: Computable or Not?
WebSci (Companion)
Niko Tsakalakis, Laura Carmichael, Sophie Stalla-Bourdillon, Luc Moreau, Dong Huynh, Ayah Helal
2020 J jnl
Provenance Graph Kernel.
CoRR
David Kohan Marzagão, Trung Dong Huynh, Ayah Helal, Luc Moreau
2018 B conf
Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization.
CEC
Ayah Helal, James Brookhouse, Fernando E. B. Otero
2017 A conf
Automatic design of ant-miner mixed attributes for classification rule discovery.
GECCO
Ayah Helal, Fernando E. B. Otero
2016 A conf
A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm.
GECCO
Ayah Helal, Fernando E. B. Otero
2015 — conf
Multithreaded Signal-to-Memory Mapping Algorithm for Embedded Multidimensional Signal Processing.
CSCS
Ayah Helal, Florin Balasa