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ORCIDAlma As-Aad Mohammad Rahat
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- affiliation: Swansea University, UK
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Journal Articles
- 2022
[j4]Sean P. Walton
, Alma A. M. Rahat, James Stovold:
Evaluating Mixed-Initiative Procedural Level Design Tools Using a Triple-Blind Mixed-Method User Study. IEEE Trans. Games 14(3): 413-422 (2022)- 2021
- [j3]George De Ath, Richard M. Everson, Alma As-Aad Rahat, Jonathan E. Fieldsend:
Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation. ACM Trans. Evol. Learn. Optim. 1(1): 1:1-1:22 (2021) - 2016
- [j2]Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend:
Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks. Ad Hoc Networks 52: 130-145 (2016) - 2015
- [j1]Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend:
Hybrid Evolutionary Approaches to Maximum Lifetime Routing and Energy Efficiency in Sensor Mesh Networks. Evol. Comput. 23(3): 481-507 (2015)
Conference and Workshop Papers
- 2024
- [c17]Luke Thomas, Matt Roach, Alma A. M. Rahat, Austin Capsey, Mike Edwards:
Semantic and Horizon-Based Feature Matching for Optimal Deep Visual Place Recognition in Waterborne Domains. ICPRAM 2024: 761-770 - 2023
- [c16]Lewis Hotchkiss, Alma A. M. Rahat:
Addressing the Health Versus Economy Dilemma in Data-Driven Policymaking During a Pandemic. GECCO Companion 2023: 723-726 - [c15]Sophie Sadler, Alma A. M. Rahat, David Walker, Daniel Archambault:
Extrema Graphs: Fitness Landscape Analysis to the Extreme! GECCO Companion 2023: 2081-2089 - [c14]Muneeb Ahmad, Abdullah Alzahrani, Simon Robinson, Alma A. M. Rahat:
Modelling Human Trust in Robots During Repeated Interactions. HAI 2023: 281-290 - 2022
- [c13]George De Ath, Tinkle Chugh, Alma A. M. Rahat:
MBORE: multi-objective Bayesian optimisation by density-ratio estimation. GECCO 2022: 776-785 - [c12]Andy Gray, Alma A. M. Rahat, Tom Crick, Stephen Lindsay, Darren Wallace:
Using Elo Rating as a Metric for Comparative Judgement in Educational Assessment. ICEMT 2022: 272-278 - [c11]Luke Thomas, Michael Edwards, Austin Capsey, Alma A. M. Rahat, Matt Roach:
Deep Visual Place Recognition for Waterborne Domains. ICIP 2022: 3546-3550 - [c10]Alma A. M. Rahat, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen:
Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite Quadrature. PPSN (1) 2022: 90-103 - 2021
- [c9]F. Gibson, R. Fabbro, Alma A. M. Rahat, Thomas Torsney-Weir, Daniel Archambault, M. Gravenor, B. Lucini:
An interactive tool for enhancing hospital capacity predictions using an epidemiological model. GECCO Companion 2021: 55-56 - 2020
- [c8]George De Ath, Richard M. Everson, Jonathan E. Fieldsend, Alma As-Aad Mohammad Rahat:
ϵ-shotgun: ϵ-greedy batch bayesian optimisation. GECCO 2020: 787-795 - [c7]Alma A. M. Rahat, Michael Wood:
On Bayesian Search for the Feasible Space Under Computationally Expensive Constraints. LOD (2) 2020: 529-540 - 2019
- [c6]Alma As-Aad Rahat, Ralph Ledbetter, Alex Dawn, Robert Byrne, Richard M. Everson:
Solving the first and last mile problem with connected and autonomous vehicles. GECCO (Companion) 2019: 397-398 - [c5]Tinkle Chugh, Alma A. M. Rahat, Pramudita Satria Palar:
Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels. LOD 2019: 579-591 - 2018
- [c4]Steven J. Daniels, Alma As-Aad Mohammad Rahat, Richard M. Everson, Gavin R. Tabor, Jonathan E. Fieldsend:
A Suite of Computationally Expensive Shape Optimisation Problems Using Computational Fluid Dynamics. PPSN (2) 2018: 296-307 - 2017
- [c3]Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend:
Alternative infill strategies for expensive multi-objective optimisation. GECCO 2017: 873-880 - 2016
- [c2]Alma As-Aad Rahat, Richard M. Everson, Jonathan E. Fieldsend, Yaochu Jin, Handing Wang:
Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization. GECCO (Companion) 2016: 1265-1266 - 2014
- [c1]Alma As-Aad Mohammad Rahat, Richard M. Everson, Jonathan E. Fieldsend:
Multi-objective routing optimisation for battery-powered wireless sensor mesh networks. GECCO 2014: 1175-1182
Parts in Books or Collections
- 2020
- [p1]Tinkle Chugh, Alma A. M. Rahat, Vanessa Volz, Martin Zaefferer:
Towards Better Integration of Surrogate Models and Optimizers. High-Performance Simulation-Based Optimization 2020: 137-163
Informal and Other Publications
- 2024
- [i12]Sean P. Walton, Ben J. Evans, Alma A. M. Rahat, James Stovold, Jakub Vincalek:
Does mapping elites illuminate search spaces? A large-scale user study of MAP-Elites applied to human-AI collaborative design. CoRR abs/2402.07911 (2024) - 2023
- [i11]Andy Gray, Alma As-Aad Rahat, Tom Crick, Stephen Lindsay:
A Bayesian Active Learning Approach to Comparative Judgement. CoRR abs/2308.13292 (2023) - 2022
- [i10]George De Ath, Tinkle Chugh, Alma As-Aad Rahat:
MBORE: Multi-objective Bayesian Optimisation by Density-Ratio Estimation. CoRR abs/2203.16912 (2022) - [i9]Andy Gray, Alma A. M. Rahat, Tom Crick, Stephen Lindsay, Darren Wallace:
Using Elo Rating as a Metric for Comparative Judgement in Educational Assessment. CoRR abs/2204.01805 (2022) - [i8]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:
Visualization for Epidemiological Modelling: Challenges, Solutions, Reflections & Recommendations. CoRR abs/2204.06946 (2022) - [i7]Alma A. M. Rahat, Tinkle Chugh, Jonathan E. Fieldsend, Richard Allmendinger, Kaisa Miettinen:
Efficient Approximation of Expected Hypervolume Improvement using Gauss-Hermite Quadrature. CoRR abs/2206.07834 (2022) - 2021
- [i6]Clym Stock-Williams, Tinkle Chugh, Alma A. M. Rahat, Wei Yu:
What Makes an Effective Scalarising Function for Multi-Objective Bayesian Optimisation? CoRR abs/2104.04790 (2021) - 2020
- [i5]George De Ath, Richard M. Everson, Jonathan E. Fieldsend, Alma As-Aad Mohammad Rahat:
ε-shotgun: ε-greedy Batch Bayesian Optimisation. CoRR abs/2002.01873 (2020) - [i4]Alma A. M. Rahat, Michael Wood:
On Bayesian Search for the Feasible Space Under Computationally Expensive Constraints. CoRR abs/2004.11055 (2020) - [i3]Sean P. Walton, Alma As-Aad Mohammad Rahat, James Stovold:
Mixed-Initiative Procedural Content Generation using Level Design Patterns and Interactive Evolutionary Optimisation. CoRR abs/2005.07478 (2020) - 2019
- [i2]Nicholas D. Sanders, Richard M. Everson, Jonathan E. Fieldsend, Alma As-Aad Mohammad Rahat:
A Bayesian Approach for the Robust Optimisation of Expensive-To-Evaluate Functions. CoRR abs/1904.11416 (2019) - [i1]George De Ath, Richard M. Everson, Alma As-Aad Mohammad Rahat, Jonathan E. Fieldsend:
Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation. CoRR abs/1911.12809 (2019)
Coauthor Index
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