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Conference Paper/Proceeding/Abstract

Addressing the Health Versus Economy Dilemma in Data-Driven Policymaking During a Pandemic / Lewis Hotchkiss, Alma Rahat

Swansea University Authors: Lewis Hotchkiss, Alma Rahat
Published in Proceedings of the Companion Conference on Genetic and Evolutionary Computation (2023)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

On Bayesian Search for the Feasible Space Under Computationally Expensive Constraints / Michael Wood

Swansea University Author: Alma Rahat
Published in Machine Learning, Optimization, and Data Science (2021)

In collection: Faculty of Science and Engineering

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Book chapter

Trading-off Data Fit and Complexity in Training Gaussian Processes with Multiple Kernels / Tinkle Chugh, Pramudita Satria Palar

Swansea University Author: Alma Rahat
Published in Machine Learning, Optimization, and Data Science (2020)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

MBORE: multi-objective Bayesian optimisation by density-ratio estimation / George De Ath, Tinkle Chugh

Swansea University Author: Alma Rahat
Published in Proceedings of the Genetic and Evolutionary Computation Conference (2022)

In collection: Faculty of Science and Engineering

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Journal article

Evaluating Mixed-Initiative Procedural Level Design Tools Using a Triple-Blind Mixed-Method User Study / James Stovold

Swansea University Authors: Sean Walton, Alma Rahat
Published in IEEE Transactions on Games (2022)

In collection: Faculty of Science and Engineering

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Journal article

Applied Gaussian Process in Optimizing Unburned Carbon Content in Fly Ash for Boiler Combustion / Chunlin Wang, Yang Liu, Richard M. Everson, A. A. M. Rahat, Song Zheng

Swansea University Author: Alma Rahat
Published in Mathematical Problems in Engineering (2017)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Deep Visual Place Recognition for Waterborne Domains / Austin Capsey

Swansea University Authors: Luke Thomas, Mike Edwards, Alma Rahat, Matt Roach
Published in 2022 IEEE International Conference on Image Processing (ICIP). 16-19th October Bordeaux, France. (2022)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Extrema Graphs: Fitness Landscape Analysis to the Extreme! / David J. Walker

Swansea University Authors: Sophie Sadler, Alma Rahat, Daniel Archambault
Published in GECCO 2023: The Genetic and Evolutionary Computation Conference, Lisbon. July 15-19 2023. (2023)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Modelling Human Trust in Robots During Repeated Interactions / Muneeb Ahmad, Abdullah Alzahrani, Simon Robinson, Alma Rahat

Swansea University Authors: Muneeb Ahmad, Abdullah Alzahrani, Simon Robinson, Alma Rahat
Published in International Conference on Human-Agent Interaction (2023)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite Quadrature / Tinkle Chugh, Jonathan Fieldsend, Richard Allmendinger, Kaisa Miettinen

Swansea University Author: Alma Rahat
Published in Lecture Notes in Computer Science (2022)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

On the Impact of Covariance Functions in Multi-Objective Bayesian Optimization for Engineering Design / Pramudita S. Palar, Lavi R. Zuhal, Tinkle Chugh

Swansea University Author: Alma Rahat
Published in AIAA Scitech 2020 Forum (2020)

In collection: Faculty of Science and Engineering

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Book chapter

Towards Better Integration of Surrogate Models and Optimizers / Tinkle Chugh, Vanessa Volz, Martin Zaefferer

Swansea University Author: Alma Rahat
Published in High-Performance Simulation-Based Optimization (2020)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Solving the first and last mile problem with connected and autonomous vehicles / Ralph Ledbetter, Alex Dawn, Robert Byrne, Richard Everson

Swansea University Author: Alma Rahat
Published in Proceedings of the Genetic and Evolutionary Computation Conference Companion (2019)

In collection: Faculty of Science and Engineering

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Journal article

Data-driven multi-objective optimisation of coal-fired boiler combustion systems / Chunlin Wang, Richard M. Everson, Jonathan E. Fieldsend

Swansea University Author: Alma Rahat
Published in Applied Energy (2018)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Alternative infill strategies for expensive multi-objective optimisation / Richard M. Everson, Jonathan E. Fieldsend

Swansea University Author: Alma Rahat
Published in Proceedings of the Genetic and Evolutionary Computation Conference (2017)

In collection: Faculty of Science and Engineering

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Journal article

Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks / Richard M. Everson, Jonathan E. Fieldsend

Swansea University Author: Alma Rahat
Published in Ad Hoc Networks (2016)

In collection: Faculty of Science and Engineering

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Journal article

Hybrid Evolutionary Approaches to Maximum Lifetime Routing and Energy Efficiency in Sensor Mesh Networks / Richard M. Everson, Jonathan E. Fieldsend

Swansea University Author: Alma Rahat
Published in Evolutionary Computation (2015)

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Multi-objective routing optimisation for battery-powered wireless sensor mesh networks / Richard M. Everson, Jonathan E. Fieldsend

Swansea University Author: Alma Rahat
Published 2014

In collection: Faculty of Science and Engineering

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Conference Paper/Proceeding/Abstract

Explainable Machine Learning: Predicting Clinical Outcomes in Welsh Emergency Departments / Gareth Jenkins

Swansea University Authors: Meg Morgan, Alma Rahat, Jiaxiang Zhang
Published in Lecture Notes in Computer Science (2024)

In collection: Faculty of Science and Engineering

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Journal article

Gaussian process regression approach for predicting wave attenuation through rigid vegetation / KRISTIAN IONS, Alma Rahat, Dominic Reeve, Harshinie Karunarathna

Swansea University Authors: KRISTIAN IONS, Alma Rahat, Dominic Reeve, Harshinie Karunarathna
Published in Applied Ocean Research (2024)

In collection: Faculty of Science and Engineering

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