Alma As-Aad Mohammad Rahat

According to our database, Alma As-Aad Mohammad Rahat authored at least 31 papers between 2014 and 2024.

Collaborative distances:

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

2024

Does mapping elites illuminate search spaces? A large-scale user study of MAP-Elites applied to human-AI collaborative design.

Sean P. Walton, Ben J. Evans, Alma A. M. Rahat, James Stovold, Jakub Vincalek

CoRR, 2024

A Bayesian active learning approach to comparative judgement within education assessment.

Andy Gray, Alma A. M. Rahat, Tom Crick, Stephen Lindsay

Comput. Educ. Artif. Intell., 2024

Semantic and Horizon-Based Feature Matching for Optimal Deep Visual Place Recognition in Waterborne Domains.

Luke Thomas, Matt J. Roach, Alma A. M. Rahat, Austin Capsey, Mike Edwards

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Explainable Machine Learning: Predicting Clinical Outcomes in Welsh Emergency Departments.

Megan Lind Morgan, Alma As-Aad Rahat, Gareth Jenkins, Jiaxiang Zhang

Proceedings of the Artificial Intelligence in Healthcare - First International Conference, 2024

2023

Identifying Correlations in Understanding and Solving Many-Objective Optimisation Problems.

Tinkle Chugh, António Gaspar-Cunha, André H. Deutz, João A. Duro, Daniel C. Oara, Alma A. M. Rahat

Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023

A Bayesian Active Learning Approach to Comparative Judgement.

Andy Gray, Alma As-Aad Rahat, Tom Crick, Stephen Lindsay

CoRR, 2023

Modelling Human Trust in Robots During Repeated Interactions.

Muneeb Imtiaz Ahmad, Abdullah Alzahrani, Simon Robinson, Alma A. M. Rahat

Proceedings of the International Conference on Human-Agent Interaction, 2023

Extrema Graphs: Fitness Landscape Analysis to the Extreme!

Sophie Sadler, Alma A. M. Rahat, David Walker, Daniel Archambault

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Addressing the Health Versus Economy Dilemma in Data-Driven Policymaking During a Pandemic.

Lewis Hotchkiss, Alma A. M. Rahat

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

Evaluating Mixed-Initiative Procedural Level Design Tools Using a Triple-Blind Mixed-Method User Study.

Sean P. Walton, Alma A. M. Rahat, James Stovold

IEEE Trans. Games, 2022

Visualization for Epidemiological Modelling: Challenges, Solutions, Reflections & Recommendations.

Jason Dykes, Alfie Abdul-Rahman, Daniel Archambault, Benjamin Bach, Rita Borgo, Min Chen, Jessica A. Enright, Hui Fang, Elif E. Firat, Euan Freeman, Tuna Gonen, Claire Harris, Radu Jianu, Nigel W. John, Saiful Khan, Andrew Lahiff, Robert S. Laramee, Louise Matthews, Sibylle Mohr, Phong Hai Nguyen, Alma A. M. Rahat, Richard E. Reeve, Panagiotis D. Ritsos, Jonathan C. Roberts, Aidan Slingsby, Ben Swallow, Thomas Torsney-Weir, Cagatay Turkay, Robert Turner, Franck P. Vidal, Qiru Wang, Jo Wood, Kai Xu

CoRR, 2022

Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite Quadrature.

Alma A. M. Rahat, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Deep Visual Place Recognition for Waterborne Domains.

Luke Thomas, Michael Edwards, Austin Capsey, Alma A. M. Rahat, Matt J. Roach

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Using Elo Rating as a Metric for Comparative Judgement in Educational Assessment.

Andy Gray, Alma A. M. Rahat, Tom Crick, Stephen Lindsay, Darren Wallace

Proceedings of the 2022 6th International Conference on Education and Multimedia Technology, 2022

MBORE: multi-objective Bayesian optimisation by density-ratio estimation.

George De Ath, Tinkle Chugh, Alma A. M. Rahat

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

2021

Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation.

George De Ath, Richard M. Everson, Alma As-Aad Rahat, Jonathan E. Fieldsend

ACM Trans. Evol. Learn. Optim., 2021

What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation?

Clym Stock-Williams, Tinkle Chugh, Alma A. M. Rahat, Wei Yu

CoRR, 2021

An interactive tool for enhancing hospital capacity predictions using an epidemiological model.

F. Gibson, R. Fabbro, Alma A. M. Rahat, Thomas Torsney-Weir, Daniel Archambault, M. Gravenor, B. Lucini

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Towards Better Integration of Surrogate Models and Optimizers.

Tinkle Chugh, Alma A. M. Rahat, Vanessa Volz, Martin Zaefferer

Proceedings of the High-Performance Simulation-Based Optimization, 2020

Mixed-Initiative Procedural Content Generation using Level Design Patterns and Interactive Evolutionary Optimisation.

Sean P. Walton, Alma As-Aad Mohammad Rahat, James Stovold

CoRR, 2020

On Bayesian Search for the Feasible Space Under Computationally Expensive Constraints.

Alma A. M. Rahat, Michael Wood

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

ϵ-shotgun: ϵ-greedy batch bayesian optimisation.

George De Ath, Richard M. Everson, Jonathan E. Fieldsend, Alma As-Aad Mohammad Rahat

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019

A Bayesian Approach for the Robust Optimisation of Expensive-To-Evaluate Functions.

Nicholas D. Sanders, Richard M. Everson, Jonathan E. Fieldsend, Alma As-Aad Mohammad Rahat

CoRR, 2019

Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels.

Tinkle Chugh, Alma A. M. Rahat, Pramudita Satria Palar

Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Solving the first and last mile problem with connected and autonomous vehicles.

Alma As-Aad Rahat, Ralph Ledbetter, Alex Dawn, Robert Byrne, Richard M. Everson

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018

A Suite of Computationally Expensive Shape Optimisation Problems Using Computational Fluid Dynamics.

Steven J. Daniels, Alma As-Aad Mohammad Rahat, Richard M. Everson, Gavin R. Tabor, Jonathan E. Fieldsend

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

2017

Alternative infill strategies for expensive multi-objective optimisation.

Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016

Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks.

Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend

Ad Hoc Networks, 2016

Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization.

Alma As-Aad Rahat, Richard M. Everson, Jonathan E. Fieldsend, Yaochu Jin, Handing Wang

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Hybrid Evolutionary Approaches to Maximum Lifetime Routing and Energy Efficiency in Sensor Mesh Networks.

Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend

Evol. Comput., 2015

2014

Multi-objective routing optimisation for battery-powered wireless sensor mesh networks.

Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend

Proceedings of the Genetic and Evolutionary Computation Conference, 2014