Alma As-Aad Mohammad Rahat

Orcid: 0000-0002-5023-1371

Affiliations:
  • Swansea University, UK


According to our database1, Alma As-Aad Mohammad Rahat authored at least 31 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Does mapping elites illuminate search spaces? A large-scale user study of MAP-Elites applied to human-AI collaborative design.
CoRR, 2024

A Bayesian active learning approach to comparative judgement within education assessment.
Comput. Educ. Artif. Intell., 2024

Semantic and Horizon-Based Feature Matching for Optimal Deep Visual Place Recognition in Waterborne Domains.
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Explainable Machine Learning: Predicting Clinical Outcomes in Welsh Emergency Departments.
Proceedings of the Artificial Intelligence in Healthcare - First International Conference, 2024

2023
Identifying Correlations in Understanding and Solving Many-Objective Optimisation Problems.
Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023

A Bayesian Active Learning Approach to Comparative Judgement.
CoRR, 2023

Modelling Human Trust in Robots During Repeated Interactions.
Proceedings of the International Conference on Human-Agent Interaction, 2023

Extrema Graphs: Fitness Landscape Analysis to the Extreme!
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.
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.
IEEE Trans. Games, 2022

Visualization for Epidemiological Modelling: Challenges, Solutions, Reflections & Recommendations.
CoRR, 2022

Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite Quadrature.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Deep Visual Place Recognition for Waterborne Domains.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Using Elo Rating as a Metric for Comparative Judgement in Educational Assessment.
Proceedings of the 2022 6th International Conference on Education and Multimedia Technology, 2022

MBORE: multi-objective Bayesian optimisation by density-ratio estimation.
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.
ACM Trans. Evol. Learn. Optim., 2021

What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation?
CoRR, 2021

An interactive tool for enhancing hospital capacity predictions using an epidemiological model.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020
Towards Better Integration of Surrogate Models and Optimizers.
Proceedings of the High-Performance Simulation-Based Optimization, 2020

Mixed-Initiative Procedural Content Generation using Level Design Patterns and Interactive Evolutionary Optimisation.
CoRR, 2020

On Bayesian Search for the Feasible Space Under Computationally Expensive Constraints.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020

ϵ-shotgun: ϵ-greedy batch bayesian optimisation.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
A Bayesian Approach for the Robust Optimisation of Expensive-To-Evaluate Functions.
CoRR, 2019

Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels.
Proceedings of the Machine Learning, Optimization, and Data Science, 2019

Solving the first and last mile problem with connected and autonomous vehicles.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
A Suite of Computationally Expensive Shape Optimisation Problems Using Computational Fluid Dynamics.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

2017
Alternative infill strategies for expensive multi-objective optimisation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

2016
Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks.
Ad Hoc Networks, 2016

Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
Hybrid Evolutionary Approaches to Maximum Lifetime Routing and Energy Efficiency in Sensor Mesh Networks.
Evol. Comput., 2015

2014
Multi-objective routing optimisation for battery-powered wireless sensor mesh networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014


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