Incorporating domain-specific heuristics in a particle swarm optimization approach to the quadratic assignment problem. - Ayah M. Helal; Ashraf M. Abdelbar (Memetic Comput., 2014)

An improved Particle Swarm Optimization/Tabu search approach to the Quadratic Assignment Problem. - Ayah M. Helal; Enas Jawdat; Ashraf M. Abdelbar (CEC, 2015)

Multithreaded Signal-to-Memory Mapping Algorithm for Embedded Multidimensional Signal Processing. - Ayah Helal; Florin Balasa (CSCS, 2015)

A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm. - Ayah Helal; Fernando E. B. Otero (GECCO, 2016)

Automatic design of ant-miner mixed attributes for classification rule discovery. - Ayah Helal; Fernando E. B. Otero (GECCO, 2017)

Integrated particle swarm and evolutionary algorithm approaches to the quadratic assignment problem. - Ayah M. Helal; Enas Jawdat; Islam El-Nabarawy; Donald C. Wunsch; Ashraf M. Abdelbar (SSCI, 2017)

Instance-based classification with Ant Colony Optimization. - Khalid M. Salama; Ashraf M. Abdelbar; Ayah M. Helal; Alex Alves Freitas (Intell. Data Anal., 2017)

Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization. - Ayah Helal; James Brookhouse; Fernando E. B. Otero (CEC, 2018)

Explanations for AI: Computable or Not? - Niko Tsakalakis; Laura Carmichael; Sophie Stalla-Bourdillon; Luc Moreau 001; Dong Huynh; Ayah Helal (WebSci (Companion), 2020)

Provenance Graph Kernel. - David Kohan Marzagão; Trung Dong Huynh; Ayah Helal; Luc Moreau 001 (CoRR, 2020)

The dual function of explanations: Why it is useful to compute explanations. - Niko Tsakalakis; Sophie Stalla-Bourdillon; Laura Carmichael; Trung Dong Huynh; Luc Moreau 001; Ayah Helal (Comput. Law Secur. Rev., 2021)

Addressing Regulatory Requirements on Explanations for Automated Decisions with Provenance - A Case Study. - Trung Dong Huynh; Niko Tsakalakis; Ayah Helal; Sophie Stalla-Bourdillon; Luc Moreau 001 (Digit. Gov. Res. Pract., 2021)

Explainability-by-Design: A Methodology to Support Explanations in Decision-Making Systems. - Trung Dong Huynh; Niko Tsakalakis; Ayah Helal; Sophie Stalla-Bourdillon; Luc Moreau 001 (CoRR, 2022)

Data stream classification with ant colony optimisation. - Ayah Helal; Fernando E. B. Otero (Int. J. Intell. Syst., 2022)

A Differential Pheromone Grouping Ant Colony Optimization Algorithm for the 1-D Bin Packing Problem. - Aseel Ismael Ali; Edward C. Keedwell; Ayah Helal (GECCO, 2024)

Learning Grouping Heuristics in Ant Colony Optimization for Combinatorial Problems. - Aseel Ismael Ali; Edward C. Keedwell; Ayah Helal (GECCO, 2025)

An Ensemble Ant Colony Optimization Algorithm with a Hybrid Pheromone Model for Learning Rule Lists. - James Brookhouse; Ayah Helal; Fernando E. B. Otero (GECCO, 2025)

Ensemble Phased Genetic Programming for Roundabout Turn Restriction Prediction. - Darren M. Chitty; Ayah M. Helal; Sareh Rowlands; Craig Willis; Christopher Underwood; Ed Keedwell (GECCO, 2025)

Provenance Graph Kernel. - David Kohan Marzagão; Trung Dong Huynh; Ayah Helal; Sean Baccas; Luc Moreau 001 (IEEE Trans. Knowl. Data Eng., 2025)