School of Computing, Eng & Intel. Sys

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• A Biophysical Model of the Role of Astrocytes in Hyper-Excitability

  Flanagan, B. (Author), Wong-Lin, K. (Supervisor), McDaid, L. (Supervisor) & Harkin, J. (Supervisor), Oct 2019

  Student thesis: Doctoral Thesis

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• Advancing computational analysis and modelling of EEG/MEG data

  Rathee, D. (Author), Prasad, G. (Supervisor), Feb 2019

  Student thesis: Doctoral Thesis

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• Advancing MEG- and EEG-based decoding of motor imagery for practical brain-computer interfaces for neuro-rehabilitation

  Roy, S. (Author), Prasad, G. (Supervisor) & Mc Creadie, K. (Supervisor), Dec 2021

  Student thesis: Doctoral Thesis

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• Affective state and emotion inducing imagery classification for brain-computer interfaces

  Bigirimana, A. D. (Author), Siddique, N. (Supervisor) & Coyle, D. (Supervisor), Jul 2020

  Student thesis: Doctoral Thesis

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• Algorithmic approaches to energy market price prediction

  Mc Hugh, C. (Author), Kerr, D. (Supervisor) & Coleman, S. (Supervisor), May 2022

  Student thesis: Doctoral Thesis

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• Algorithmic approaches to measuring and visualising risk of falling by older adults

  Lindsay, L. (Author), Moorhead, A. (Supervisor), Coleman, S. (Supervisor), Kerr, D. (Supervisor) & Taylor, B. (Supervisor), Apr 2023

  Student thesis: Doctoral Thesis

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• An approach for curating and sharing open data sets in human activity recognition

  Alam, G. (Author), Nicholl, P. (Supervisor), Mc Chesney, I. (Supervisor) & Rafferty, J. (Supervisor), May 2025

  Student thesis: Doctoral Thesis

• An investigation into the laser-based powder bed fusion process for Ti6Al4V components

  Harkin, R. (Author), Mc Fadden, S. (Supervisor) & Quinn, J. (Supervisor), Feb 2022

  Student thesis: Doctoral Thesis

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• AstroByte: Programmable and Scalable Multi-FPGA Interconnect infrastructure for Accelerated Simulations of Self-Repairing Spiking Astrocyte Neural Networks

  Haji Karim, S. (Author), Gardiner, B. (Supervisor), Mc Daid, L. (Supervisor) & Harkin, J. (Supervisor), Jul 2020

  Student thesis: Doctoral Thesis

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• A user experience methodological framework and dashboard for the measurement and scoring of dynamic, adaptive and intelligent aspects of a software solution with recommendations for enhancement

  Johnston, L. (Author), Black, M. (Supervisor) & Wallace, J. (Supervisor), May 2023

  Student thesis: Doctoral Thesis

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• Autonomous object recognition for robots

  Doherty, J. (Author), Gardiner, B. (Supervisor) & Siddique, N. (Supervisor), Jan 2025

  Student thesis: Doctoral Thesis

• Brain-Computer Interface for Decoding Imagined 3D Arm Movements from EEG

  Korik, A. (Author), Siddique, N. (Supervisor) & Coyle, D. (Supervisor), Jun 2019

  Student thesis: Doctoral Thesis

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• CAPTURE: Cooperatively Applied Positioning Techniques Utilizing Range Extension

  Cullen, G. (Author), Santos, J. A. (Supervisor) & Curran, K. (Supervisor), May 2019

  Student thesis: Doctoral Thesis

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• CDNA-SNN: a new spiking neural network for pattern classification using neuronal assemblies

  Saranirad, V. (Author), Dora, S. (Supervisor), Coyle, D. (Supervisor) & Mc Ginnity, M. (Supervisor), Sept 2024

  Student thesis: Doctoral Thesis

• Computational analysis of visual social signals

  Reid, S. (Author), Kerr, D. (Supervisor), Coleman, S. (Supervisor), Vance, P. (Supervisor) & O'Neill, S. (Supervisor), 2025

  Student thesis: Doctoral Thesis

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• Computational modelling of decision uncertainty

  Atiya, N. (Author), Wong-Lin, K. (Supervisor) & Prasad, G. (Supervisor), Oct 2019

  Student thesis: Doctoral Thesis

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• Computational modelling of plasma membrane electrophysiology and calcium dynamics in microglia

  Poshtkohi, A. (Author), Wade, J. (Supervisor), Liu, J. (Supervisor) & Mc Daid, L. (Supervisor), Jul 2023

  Student thesis: Doctoral Thesis

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• Continuous tactile sensing for enhanced human-robot collaboration

  Gomez Eguiluz, A. (Author), Coleman, S. (Supervisor), Mc Ginnity, T. M. (Supervisor) & Rano, I. (Supervisor), May 2018

  Student thesis: Doctoral Thesis

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• Design and development of a unique six degrees of freedom prototype virtual reality mirror therapy system tool for upper limb stroke rehabilitation (MINERVA)

  McKinney, J. (Author), Mc Creadie, K. (Supervisor) & Charles, D. (Supervisor), Dec 2023

  Student thesis: Master's Thesis

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• Developing novel remote sensing techniques to quantity glacier change in the Pan-Arctic

  Ali, A. (Author), Kerr, D. (Supervisor), McNabb, R. (Supervisor), Coleman, S. (Supervisor), Dunlop, P. (Supervisor) & Noormets, R. (Supervisor), Jun 2023

  Student thesis: Doctoral Thesis

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• Development of Data-Driven Methods for Non-stationary Classification Problems in EEG/MEG based Brain-Computer Interfaces

  Gaur, P. (Author), Prasad, G. (Supervisor) & Wang, H. (Supervisor), May 2018

  Student thesis: Doctoral Thesis

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• Efficient level set method for novelty detection

  Liu, S. (Author), Ding, X. (Supervisor), Liu, J. (Supervisor) & Coyle, D. (Supervisor), Mar 2024

  Student thesis: Doctoral Thesis

• Hybrid human-computer interfaces for effective communication and independent living

  Meena, Y. (Author), Cecotti, H. (Supervisor), Wong-Lin, K. (Supervisor) & Prasad, G. (Supervisor), Aug 2018

  Student thesis: Doctoral Thesis

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• Integrating hybrid structures and reinforcement learning into multi-objective evolutionary algorithms: enhancing efficiency and adaptability

  Tahernezhad-Javazm, F. (Author), Rankin, D. (Supervisor) & Coyle, D. (Supervisor), Sept 2024

  Student thesis: Doctoral Thesis

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• Ionic Homeostasis at the Perisynaptic Cradle

  Breslin, K. (Author), McDaid, L. (Supervisor), Harkin, J. (Supervisor), Wade, J. (Supervisor) & Wong-Lin, K. (Supervisor), Jul 2019

  Student thesis: Doctoral Thesis

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• Kinaesthetic learning through sEMG signal classification

  Millar, C. (Author), Kerr, E. (Supervisor) & Siddique, N. (Supervisor), Aug 2024

  Student thesis: Doctoral Thesis

• Laser-induced graphene: novel approaches for sensing and drug delivery applications

  Scott, C. (Author), Mc Creadie, K. (Supervisor), Mc Conville, A. (Supervisor) & Davis, J. (Supervisor), Jun 2025

  Student thesis: Doctoral Thesis

• Learning bio-inspired movement in highly noisy environments

  Gillespie, J. (Author), Santos, J. (Supervisor) & Siddique, N. (Supervisor), Mar 2024

  Student thesis: Doctoral Thesis

• Low-level image processing for salient object detection

  Cooley, C. (Author), Scotney, B. (Supervisor), Gardiner, B. (Supervisor) & Coleman, S. (Supervisor), Nov 2022

  Student thesis: Doctoral Thesis

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• Machine learning classification of autism spectrum disorder using gait and video analysis

  Henderson, B. (Author), Mc Ginnity, M. (Supervisor), Yogarajah, P. (Supervisor) & Gardiner, B. (Supervisor), Jun 2025

  Student thesis: Doctoral Thesis

• Mining complex business processes for compliance checking and end-state prediction

  Tariq, Z. (Author), Mc Chesney, I. (Supervisor), Mc Clean, S. (Supervisor), Charles, D. (Supervisor) & Taylor, P. (Supervisor), Nov 2022

  Student thesis: Doctoral Thesis

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• Morphology characterisation of additive manufacturing powder through automated image analysis algorithms

  Gallagher, C. (Author), McFadden, S. (Supervisor), Nikam, S. (Supervisor) & Kerr, E. (Supervisor), Jun 2025

  Student thesis: Doctoral Thesis

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• Neural network modelling and analysis of serotonergic system

  Behera, C. (Author), Prasad, G. (Supervisor) & Wong-Lin, K. (Supervisor), Apr 2023

  Student thesis: Doctoral Thesis

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• Nutrition-led, multi-disciplinary approach to investigate factors to improve the commercialisation of vitamin D-(bio)enriched meat products

  Rosbotham, E. (Author), Rankin, D. (Supervisor), Pourshahidi, K. (Supervisor), Gill, C. (Supervisor) & Gallagher, S. (Supervisor), Jun 2024

  Student thesis: Doctoral Thesis

• Open-ended continuous reinforcement learning for mobile robots

  Dhakan, P. (Author), Vance, P. (Supervisor), Siddique, N. (Supervisor), Rano, I. (Supervisor) & Kathryn, K. (Supervisor), May 2022

  Student thesis: Doctoral Thesis

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• Optimisation analytics for bandwidth resource management in converged IP networks

  Moradpoor Sheykhkanloo, N. (Author), Parr, G. (Supervisor), Scotney, B. (Supervisor) & McClean, S. (Supervisor), 2012

  Student thesis: Doctoral Thesis

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• Paradigm and AI design choices for decoding imagined speech from electroencephalography

  Cooney, C. (Author), Folli, R. (Supervisor) & Coyle, D. (Supervisor), Jun 2021

  Student thesis: Doctoral Thesis

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• Practical machine learning approaches for decision support in dementia diagnosis

  McCombe, N. (Author), Wong-Lin, K. (Supervisor), McClean, P. (Supervisor), Prasad, G. (Supervisor) & Ding, X. (Supervisor), Feb 2023

  Student thesis: Doctoral Thesis

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• Refined capsule network architectures for data classification and knowledge discovery

  Khodadadzadeh, M. (Author), Chaurasia, P. (Supervisor), Ding, X. (Supervisor) & Coyle, D. (Supervisor), Jan 2024

  Student thesis: Doctoral Thesis

• Spiking neural networks for detecting denial-of-service attacks in networks-on-chip

  Madden, K. (Author), Harkin, J. (Supervisor) & Mc Daid, L. (Supervisor), Jun 2025

  Student thesis: Doctoral Thesis

• Spontaneous facial micro expression recognition and analysis using varying resolutions

  Sharma, P. (Author), Yogarajah, P. (Supervisor), Taggart, L. (Supervisor) & Coleman, S. (Supervisor), Sept 2022

  Student thesis: Doctoral Thesis

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• Tactile Sensing for Assistive Robotics

  Kerr, E. (Author), Mc Ginnity, T. M. (Supervisor) & Coleman, S. (Supervisor), May 2018

  Student thesis: Doctoral Thesis

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• Traffic Classification for the Detection of Anonymous Web Proxy Routing

  Miller, S. (Author), Lunney, T. (Supervisor) & Curran, K. (Supervisor), Aug 2019

  Student thesis: Doctoral Thesis

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• Transforming IT operations: harnessing natural language processing and transformers in AIOps

  Ahmed, S. (Author), Singh, M. (Supervisor), Coyle, D. (Supervisor) & Bucholc, M. (Supervisor), Jul 2024

  Student thesis: Doctoral Thesis

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• Unobtrusive recognition of activities of daily living using thermal sensor data for monitoring a smart environment

  Burns, M. (Author), Nugent, C. (Supervisor), Mc Clean, S. (Supervisor) & Morrow, P. (Supervisor), Jan 2022

  Student thesis: Doctoral Thesis

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• Unobtrusive weakly supervised activity recognition using a single wearable sensor

  Duffy, W. (Author), Kelly, D. (Supervisor), Lunney, T. (Supervisor) & Curran, K. (Supervisor), Jul 2020

  Student thesis: Doctoral Thesis

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• Using computational intelligence for knowledge discovery from the human microbiome

  Wingfield, B. (Author), McGinnity, T. M. (Supervisor), Bjourson, A. (Supervisor) & Coleman, S. (Supervisor), Mar 2019

  Student thesis: Doctoral Thesis

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• Using data science techniques to analyse quality assessment data of digital health apps

  Zych, M. M. (Author), Martinez Carracedo, J. (Supervisor), Mulvenna, M. (Supervisor) & Bond, R. (Supervisor), May 2025

  Student thesis: Doctoral Thesis

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• Wire arc addictive manufacturing of thin walled stiffening features

  Stinson, H. (Author), Mc Garrigle, C. (Supervisor), McFadden, S. (Supervisor) & Quinn, J. (Supervisor), Feb 2025

  Student thesis: Doctoral Thesis