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A systematic review of Green Machine Learning: practices and challenges for sustainability
February, 2026
Publication Type: Journal Article
  • Samara Santos, André L. C. Ottoni, Rita Borgo, Danton Ferreira & Erivelton Nepomuceno
DOI: 10.1007/s10462-026-11515-8
Journal Name: Artificial Intelligence Review
A Method to Identify Wildfire Ignition Points and Propagation Durations from Burn Scars Using Genetic Algorithms
January, 2026
Publication Type: Journal Article
  • Conor Hackett, Rafael de Andrade Moral & Charles Markham
DOI: 10.1007/s10694-025-01859-y
Journal Name: Fire Technology
Residual temporal CNNs for emerging cyber threat detection in healthcare IoT
January, 2026
Publication Type: Journal Article
  • Mirza Akhi, Ciaran Eising, and Lubna Luxmi Dhirani
DOI: 10.1007/s43926-025-00271-w
Journal Name: Discover Internet of Things
Procrastination as a Marker of Cognitive Decline: Evidence from Longitudinal Transitions in the Older Adult Population.
January, 2026
Publication Type: Journal Article
  • Cormac Monaghan, Rafael de Andrade Moral, Michelle Kelly, & Joanna McHugh Power
DOI: 10.1002/dad2.70245
Journal Name: Alzheimers & Dementia: Diagnosis, Assessment & Disease Monitoring
Securing IoT Using Lightweight TCN for Edge Deployment on Raspberry Pi 4
December, 2025
Publication Type: Journal Article
  • Mirza Akhi, Ciaran Eising, Lubna Luxmi Dhirani
DOI: 10.1109/OJCOMS.2025.3649498
Journal Name: IEEE Open Journal of the Communications Society
Experimental Analysis of Energy-Efficient Reinforcement Learning for Combinatorial Optimization Problems
December, 2025
Publication Type: Conference Paper
  • Samara Santos, Gleice K. B. Souza, Andre Ottoni, Rita Borgo, Erivelton Nepomuceno
DOI: 10.1109/ISSC67739.2025.11291432
Conference Name: 2025 35th Irish Signals and Systems Conference (ISSC)
Conference Location: Ireland
Energy Efficiency Metrics for Reinforcement Learning on the Travelling Salesman Problem: An Experimental Approach in Green Computing
December, 2025
Publication Type: Conference Paper
  • Celestino Simon, Samara Santos, Thalita Nazare, Andre Ottoni, Danton Diego Ferreira, Erivelton Nepomuceno
DOI: 10.21528/CBIC2025-1191175
Conference Name: XVII Congresso Brasilero de Intelligencia Computacional
Conference Location: Brazil
Raising Awareness of Energy Consumption in Machine Learning
December, 2025
Publication Type: Conference Paper
  • Samara Santos, Lais Medeiros, Andre Ottoni, Rita Borgo, Erivelton Nepomuceno
DOI: 10.1109/ICECS66544.2025.11270515
Conference Name: 2025 32nd IEEE International Conference on Electronics, Circuits and Systems (ICECS)
Conference Location: Morocco
Dynamics of temporal influence in polarised networks
December, 2025
Publication Type: Journal Article
  • Caroline B. Pena, David J.P. O'Sullivan, Padraig MacCarron, Akrati Saxena
DOI: 10.1371/journal.pone.0337753
Journal Name: PLOS One
Datasets for Distributed Denial-of-Service Detection in Healthcare Internet of Things Environments
November, 2025
Publication Type: Journal Article
  • Mirza Akhi, Ciaran Eising, Lubna Luxmi Dhirani
DOI: 10.1016/j.dib.2025.112222
Journal Name: Data in Brief
Incorporating varying degrees of spatial cohesion in models of voter behaviour in the UK General Election 2024
October, 2025
Publication Type: Journal Article
  • Kevin Horan, Katarina Domijan, Chris Brunsdon
DOI: 10.1093/jrsssc/qlaf055
Journal Name: Journal of the Royal Statistical Society. Series C: Applied Statistics
Modelling and optimal control of tidal barrages: A moment-based approach
October, 2025
Publication Type: Journal Article
  • Agustina Skiarski, Nicolas Faedo, John Ringwood
DOI: 10.1016/j.renene.2025.124632
Journal Name: Renewable Energy
Benchmarking spiking neurons for linear quadratic regulator control of multi-linked pole on a cart: from single neuron to ensemble
October, 2025
Publication Type: Journal Article
  • Shreyan Banerjee, Luna Gava, Aasifa Rounak, Vikram Pakrashi
DOI: 10.1088/2634-4386/ae0fc0
Journal Name: IOP Neuromorphic Computing and Engineering
Sfislands: An R Package for Accommodating Islands and Disjoint Zones in Areal Spatial Modelling
September, 2025
Publication Type: Journal Article
  • Kevin Horan, Katarina Domijan, Chris Brunsdon
DOI: 10.32614/RJ-2025-015
Sfislands: An R Package for Accommodating Islands and Disjoint Zones in Areal Spatial Modelling
September, 2025
Publication Type: Journal Article
  • Kevin Horan, Katarina Domijan, Chris Brunsdon
DOI: 10.32614/RJ-2025-015
Journal Name: The R Journal
Mimicking human attention in driving scenarios for enhanced Visual Question Answering: Insights from eye-tracking and the human attention filter
September, 2025
Publication Type: Journal Article
  • Kaavya Rekanar, Martin Hayes, Ciaran Eising
DOI: 10.1016/j.iswa.2025.200578
Journal Name: Intelligent Systems with Applications
Optimal control of tidal barrages considering economic factors
August, 2025
Publication Type: Conference Paper
  • Agustina Skiarski, Nicolas Faedo, John Ringwood
DOI: 10.36688/ewtec-2025-963
Conference Name: The 16th European Wave and Tidal Energy Conference
Conference Location: Portugal
An efficient method to simulate wildfire propagation using irregular grids
August, 2025
Publication Type: Journal Article
  • Conor Hackett, Rafael de Andrade Moral, Gourav Misra, Tim McCarthy, and Charles Markham
DOI: 10.5194/nhess-25-2909-2025
Journal Name: Natural Hazards and Earth System Sciences
TokenCutSeg: Label-Efficient Skin Lesion Segmentation by Powering Supervised Refinement With Self-Learned Visual Vocabularies
August, 2025
Publication Type: Journal Article
  • Aryan Singh, Pepijn Van De Ven, Ciaran Eising AND Patrick Denny
DOI: 10.1109/ACCESS.2025.3603401
Journal Name: IEEE Access
Finite mixture representations of zero-and-N-inflated distributions for count-compositional data
August, 2025
Publication Type: Journal Article
  • Andre Menezes, Andrew Parnell and Keefe Murphy
DOI: 10.1016/j.jmva.2025.105492
Journal Name: Journal of Multivariate Anaysis
Design of a Mechanical Equivalent Circuit for a Spiking Neuron using Gears, Chains, and Springs
August, 2025
Publication Type: Conference Paper
  • Shreyan Banerjee and Vikram Pakrashi
DOI: 10.1016/j.ifacol.2025.11.588
Conference Name: IFAC
Conference Location: Ireland
Analysis of Nonlinearity-Induced Spur Families in Fractional-N Frequency Synthesizers Using the Periodic Nonlinearity Noise Concept
July, 2025
Publication Type: Journal Article
  • Xu Lu, Michael Peter Kennedy
DOI: 10.1109/TCSI.2025.3585462
Journal Name: IEEE Transactions on Circuits and Systems I: Regular Papers
Through-thickness resolution, stress oscillations and residual stress in cold rolling
July, 2025
Publication Type: Journal Article
  • Francis Flanagan, Alison N. O'Connor, Mozhdeh Erfanian, Omer Music, Edward J. Brambley, Doireann O'Kiely
DOI: 10.1016/j.euromechsol.2025.105761
Journal Name: European Journal of Mechanics – A/Solids
A Computer Vision Technique for the Validation of Wildfire Models using a Desktop Apparatus
June, 2025
Publication Type: Conference Paper
  • Conor Hackett, Rafael de Andrade Moral, Denise Rooney, Michelle Doran, Charles Markham
DOI: 10.21251/8043511f-bf93-4b36-9348-0726af0987f6
Conference Name: Irish Machine Vision and Image Processing Conference (IMVIP) 2025
Conference Location: Northern Ireland
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