Ayah Helal

According to our database, Ayah Helal authored at least 14 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Data stream classification with ant colony optimisation.

Ayah Helal, Fernando E. B. Otero

Int. J. Intell. Syst., 2022

Explainability-by-Design: A Methodology to Support Explanations in Decision-Making Systems.

Trung Dong Huynh, Niko Tsakalakis, Ayah Helal, Sophie Stalla-Bourdillon, Luc Moreau

CoRR, 2022

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

Digit. Gov. Res. Pract., 2021

The dual function of explanations: Why it is useful to compute explanations.

Niko Tsakalakis, Sophie Stalla-Bourdillon, Laura Carmichael, Trung Dong Huynh, Luc Moreau, Ayah Helal

Comput. Law Secur. Rev., 2021

2020

Provenance Graph Kernel.

David Kohan Marzagão, Trung Dong Huynh, Ayah Helal, Luc Moreau

CoRR, 2020

Explanations for AI: Computable or Not?

Niko Tsakalakis, Laura Carmichael, Sophie Stalla-Bourdillon, Luc Moreau, Dong Huynh, Ayah Helal

Proceedings of the WebSci '20: 12th ACM Conference on Web Science, 2020

2018

Archive-Based Pheromone Model for Discovering Regression Rules with Ant Colony Optimization.

Ayah Helal, James Brookhouse, Fernando E. B. Otero

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Instance-based classification with Ant Colony Optimization.

Khalid M. Salama, Ashraf M. Abdelbar, Ayah M. Helal, Alex Alves Freitas

Intell. Data Anal., 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

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Automatic design of ant-miner mixed attributes for classification rule discovery.

Ayah Helal, Fernando E. B. Otero

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

A Mixed-Attribute Approach in Ant-Miner Classification Rule Discovery Algorithm.

Ayah Helal, Fernando E. B. Otero

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

2015

Multithreaded Signal-to-Memory Mapping Algorithm for Embedded Multidimensional Signal Processing.

Ayah Helal, Florin Balasa

Proceedings of the 20th International Conference on Control Systems and Computer Science, 2015

An improved Particle Swarm Optimization/Tabu search approach to the Quadratic Assignment Problem.

Ayah M. Helal, Enas Jawdat, Ashraf M. Abdelbar

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Incorporating domain-specific heuristics in a particle swarm optimization approach to the quadratic assignment problem.

Ayah M. Helal, Ashraf M. Abdelbar

Memetic Comput., 2014