Submissions from 2025
Interpreting the latent space of a Convolutional Variational Autoencoder for semi-automated eye blink artefact detection in EEG signals, Sabatina Criscuolo, Andrea Apicella, Roberto Prevete, and Luca Longo
Submissions from 2024
An Image Processing Approach for Real-Time Safety Assessment of Autonomous Drone Delivery, Assem A. Abdelhak, Dan Moss, Alan Hicks, and Susan McKeever
Classifying the content of online notepad services using active learning, Mhd Wesam Al-Nabki, Eduardo Fidalgo, Enrique Alegre, Sarah Jane Delany, and Francisco Jáñez-Martino
CombineDeepNet: A Deep Network for Multistep Prediction of Near-Surface PM2.5 Concentration, Prasanjit Dey, Soumyabrata Dev, and Bianca Schoen Phelan
GPT Assisted Annotation of Rhetorical and Linguistic Features for Interpretable Propaganda Technique Detection in News Text., Kyle Hamilton, Bojan Bozic, and Luca Longo
Generalised Zero-Shot Learning for Action Recognition fusing text and image GANs, Kaiqiang Huang, Susan Mckeever, and Luis Miralles-Pechuán
Extending user control for image stylization using hierarchical style transfer networks, Sunder Ali Khowaja, Sultan Almakdi, Muhammad Ali Memon, Parus Khuwaja, Adel Sulaiman, Ali Alqahtani, Asadullah Shaikh, and Abdullah Alghamdi
ChatGPT Needs SPADE (Sustainability, PrivAcy, Digital divide, and Ethics) Evaluation: A Review, Sunder Ali Khowaja, Parus Khuwaja, Kapal Dev, Weizheng Wang, and Lewis Nkenyereye
A Comparative Study on Feature Extraction Techniques for the Discrimination of Frontotemporal Dementia and Alzheimer's Disease with Electroencephalography in Resting-State Adults, Utkarsh Lal, Arjun Vinayak Chikkankod, and Luca Longo
Fractal dimensions and machine learning for detection of Parkinson's disease in resting-state electroencephalography, Utkarsh Lal, Arjun Vinayak Chikkankod, and Luca Longo
Synthetic Dataset Generation Using Photo-Realistic Simulation with Varied Time and Weather Axes, Thomas Lee, Susan McKeever, and Jane Courtney
Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions, Luca Longo, Mario Brcic, Federico Cabitza, Jaesik Choi, Roberto Confalonieri, Javier Del Ser, Riccardo Guidotti, Yoichi Hayashi, Francisco Herrera, Andreas Holzinger, Richard Jiang, Hassan Khosravi, Freddy Lecue, Gianclaudio Malgieri, Andrés Páez, Wojciech Samek, Johannes Schneider, Timo Speith, Simone Stumpf, and Artificial Intelligence and Cognitive Load Research Lab
A global model-agnostic rule-based XAI method based on Parameterized Event Primitives for time series classifiers, Ephrem Tibebe Mekonnen, Luca Longo, and Pierpaolo Dondio
A Global Model-Agnostic Rule-Based XAI Method Based on Parameterized Event Primitives for Time Series Classifiers, Ephrem T. Mekonnen, Luca Longo, and Pierpaolo Dondio
Comparing ANOVA and PowerShap Feature Selection Methods via Shapley Additive Explanations of Models of Mental Workload Built with the Theta and Alpha EEG Band Ratios, Bujar Raufi and Luca Longo
A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI, Lucas Rizzo, Damiano Verda, Serena Berretta, and Luca Longo
AI and 6G Into the Metaverse: Fundamentals, Challenges and Future Research Trends, Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja, Saleem Raza, Steven Davy, Kapal Dev, and Paolo Bellavista
Submissions from 2023
A Multidimensionality Reduction Approach to Rainfall Prediction, Menatallah Abdel Azeem, Prasanjit Dey, and Soumyabrata Dev
An Integrated Model for Information Adoption&Trust in Mobile Social Commerce, Fulya Acikgoz, Abdelsalam Busalim, James Gaskin, and Shahla Asadi
Interpreting Disentangled Representations of Person-Specific Convolutional Variational Autoencoders of Spatially Preserving EEG Topographic Maps via Clustering and Visual Plausibility, Taufique Ahmed and Luca Longo
Performance Evaluation of Ingenious Crow Search Optimization Algorithm for Protein Structure Prediction, Ahmad M. Alshamrani, Akash Saxena, Shalini Shekhawat, Hossam Zawbaa, and Ali Wagdy Mohamed
Decision Making for Process Control Management in Control Rooms: A Survey Methodology and Initial Findings, Chidera Winifred Amazu, Ammar N. Abbas, Micaela Demichela, and Davide Fissore
Understanding and Predicting Cognitive Improvement of Young Adults in Ischemic Stroke Rehabilitation Therapy, Helard Becerra Martinez, Katryna Cisek, Alejandro Garcia-Rudolph, John Kelleher, and Andrew Hines
Developing persuasive systems for marketing: the interplay of persuasion techniques, customer traits and persuasive message design, Annye Braca and Pierpaolo Dondio
Persuasive Communication Systems: a machine learning approach to predict the effect of linguistic styles and persuasion techniques, Annye Braca and Pierpaolo Dondio
Survey Data on Dysfunctional Attitudes, Personality Traits, and Agreement With Persuasive Techniques, Annye Braca and Pierpaolo Dondio
Subnetwork ensembling and data augmentation: Effects on calibration, A. Çağrı Demir, Simon Caton, and Pierpaolo Dondio
NeSNet: A Deep Network for Estimating Near-Surface Pollutant Concentrations, Prasanjit Dey, Bibhash Pran Das, Yee Hui Lee, and Soumyabrata Dev
A Comparison of Feature Selection Methodologies and Learning Algorithms in the Development of a DNA Methylation-Based Telomere Length Estimator, Trevor Doherty, Emma Dempster, Eilis Hannon, Jonathan Mill, Richie Poulton, David Corcoran, Karen Sugden, Ben Williams, Avshalom Caspi, Terrie E. Moffitt, Sarah Jane Delany, and Therese Murphy Dr
Do Games Reduce Math Anxiety? A Meta-Analysis, Pierpaolo Dondio, Viacheslav Filonenko, and Mariana Rocha
A Multi–Objective Gaining–Sharing Knowledge-Based Optimization Algorithm for Solving Engineering Problems, Nour Elhouda Chalabi, Abdelouahab Attia, Khalid Abdulaziz Alnowibet, Hossam Zawbaa, Hatem Masri, and Ali Wagdy Mohamed
Rate of Change of Direct-Axis Current Component Protection Scheme for Inverter-Based Islanded Microgrids, Abdolhamid Farshadi, Behzad Keyvani Eydi, Hamed Nafisi, Hossein Askarian-Abyaneh, and Arash Beiranvand
Enhancing the Prediction for Shunt‑Dependent Hydrocephalus After Aneurysmal Subarachnoid Hemorrhage Using a Machine Learning Approach, Dietmar Frey, Adam Hilbert, Anton Früh, Vince Istvan Madai, Tabea Kossen, Julia Kiewitz, Jenny Sommerfeld, Peter Vajkoczy, Meike Unteroberdörster, Esra Zihni, Sophie Charlotte Brune, Stefan Wolf, and Nora Franziska Dengler
Gated Deep Reinforcement Learning With Red Deer Optimization for Medical Image Classification, Narayanan Ganesh, Sambandan Jayalakshmi, Rama Chandran Narayanan, Miroslav Mahdal, Hossam Zawbaa, and Ali Wagdy Mohamed
Biogeography Based Optimization With Salp Swarm Optimizer Inspired Operator For Solving Non-Linear Continuous Optimization Problems, Vanita Garg, Kusum Deep, Khalid Abdulaziz Alnowibet, Hossam Zawbaa, and Ali Wagdy Mohamed
Schizo-Net: A novel Schizophrenia Diagnosis Framework Using Late Fusion Multimodal Deep Learning on Electroencephalogram-Based Brain Connectivity Indices, Nitin Grover, Aviral Chharia, Rahul Upadhyay, and Luca Longo
Assessing The Impact of Contact Tracing With an Agent-Based Model for Simulating the Spread of COVID-19: The Irish Experience, Elizabeth Hunter, Sudipta Saha, Jwenish Kumawat, Ciara Carroll, John Kelleher, Claire Buckley, Conor McAloon, Patricia Kearney, Michelle Gilbert, and Greg Martin
How Visual Stimuli Evoked P300 is Transforming the Brain–Computer Interface Landscape: A PRISMA Compliant Systematic Review, Jai Kalra, Prashasti Mittal, Nirmiti Mittal, Abhishek Arora, Utkarsh Tewari, Aviral Chharia, Rahul Upadhyay, Vinay Kumar, and Luca Longo
FAIR4PGHD: A framework for FAIR implementation over PGHD, Abdullahi Abubakar Kawu, Dympna O'Sullivan, Lucy Hederman, and Mirjam van Reisen
Learnings From a National Cyberattack Digital Disaster During the SARS-CoV-2 Pandemic in a Pediatric Emergency Medicine Department, Fiona Leonard, Hugh O'Reilly, Carol Blackburn, Laura Melody, Dani Hall, Eleanor Ryan, Kate Bruton, Pamela Doyle, Bridget Conway, and Michael Barrett
Supporting clinical decision making in the emergency department for paediatric patients using machine learning: A scoping review protocol, Fiona Leonard, Dympna O. Sullivan, John Gilligan, Nicola O. Shea, and Michael J. Barrett
Technical Report: A Framework for Confusion Mitigation in Task-Oriented Interactions, Na Li and Robert J. Ross
Corrigendum: Human mental workload: A survey and a novel inclusive definition, Luca Longo, Christopher D. Wickens, Gabriella Hancock, and P. A. Hancock
New FxLMAT-Based Algorithms for Active Control of Impulsive Noise, Alina Mirza, Farkhanda Afzal, Ayesha Zeb, Abdul Wakeel, Waqar Shahid Qureshi, and Ali Akgul
Towards Automated Weed Detection Through Two-Stage Semantic Segmentation of Tobacco and Weed Pixels in Aerial Imagery, S. Imran Moazzam, Umar S. Khan, Waqar Qureshi, Tahir Nawaz, and Faraz Kunwar
A W-Shaped Convolutional Network for Robust Crop and Weed Classification in Agriculture, Syed Imran Moazzam, Tahir Nawaz, Waqar Shahid Qureshi, Umar Shahbaz Khan, and Mohsin Islam Tiwan
Comparing Poor and Favorable Outcome Prediction With Machine Learning After Mechanical Thrombectomy in Acute Ischemic Stroke, Matthias A. Mutke, Vince I. Madai, Adam Hilbert, Esra Zihni, Arne Potreck, Charlotte S. Weyland, Markus A. Mohlenbruch, Sabine Heiland, Peter A. Ringleb, Simon Nagel, Martin Beendszus, and Dietmar Frey
An Aggregation-Based Algebraic Multigrid Method with Deflation Techniques and Modified Generic Factored Approximate Sparse Inverses, Anastasia Natsiou, George A. Gravvanis, Christos K. Filelis-Papadopoulos, and Konstantinos M. Giannoutakis
Ontology-Based Case Study Management Towards Bridging Training and Actual Investigation Gaps in Digital Forensics, Hung Q. Ngo and Nhien-An Le-Khac
A Big Data Smart Agricultural System: Recommending Optimum Fertilisers For Crops, Vuong Ngo, Thuy-Van T. Duong, Nguyen Nguyen, Cach N. Dang, and Owen Conlan
Discovering Child Sexual Abuse Material Creators’ Behaviors and Preferences on the Dark Web, Vuong Ngo, Rahul Gajula, Christina Thorpe, and Susan Mckeever
Opportunities of IoT in Fog Computing for High Fault Tolerance and Sustainable Energy Optimization, A. Reyana, Sandeep Kautish, Khalid Abdulaziz Alnowibet, Hossam Zawbaa, and Ali Wagdy Mohamed
ArgFrame: A Multi-Layer, Web, Argument-Based Framework for Quantitative Reasoning, Lucas Rizzo
Comparing and Extending the Use of Defeasible Argumentation with Quantitative Data in Real-World Contexts, Lucas Rizzo and Luca Longo
Detection of Grape Clusters in Images using Convolutional Neural Network, Mohammad Osama Shahzad, Anas Bin Aqeel, and Waqar Shahid Qureshi
Exploring the Impact of Noise and Degradations on Heart Sound Classification Models, Davoud Shariat Panah, Andrew Hines, and Susan McKeever
Exploring the Impact of Signal Quality Enhancement on Heart Sound Classification Models, Davoud Shariat Panah, Andrew Hines, and Susan McKeever
Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations, Robert S. Sullivan and Luca Longo
The Potential and Limitations of Conversational Agents for Chronic Conditions and Well-being, Ekaterina Uetova, Lucy Hederman, Robert J. Ross, and Dympna O'Sullivan
Towards Sweetness Classification of Orange Cultivars Using Short‑Wave NIR Spectroscopy, Ayesha Zeb, Waqar Shahid Qureshi, Abdul Ghafoor, Amanullah Malik, Muhammad Imran, Alina Mirza, Mohsin Islam Tiwana, and Eisa Alanazi
Submissions from 2022
An Image Processing Based Classifier to Support Safe Dropping for Delivery-by-Drone, Assem A. Abdelhak, Alan Hicks, Dan Moss, and Susan McKeever
Does information and communication technology impede environmental degradation? fresh insights from non-parametric approaches, Tomiwa Sunday Adebayo, Ephraim Bonah Agyekum, Mehmet Altuntas, Sadriddin Khudoyqulov, Hossam Zawbaa, and Salah Kamel
Drivers of environmental degradation in Turkey: Designing an SDG framework through advanced quantile approaches, Tomiwa Sunday Adebayo, Ephraim Bonah Agyekum, Salah Kamel, Hossam Zawbaa, and Mehmet Altuntaş
Examining the Size of the Latent Space of Convolutional Variational Autoencoders Trained With Spectral Topographic Maps of EEG Frequency Bands, Taufique Ahmed and Luca Longo
An improved wild horse optimization algorithm for reliability based optimal DG planning of radial distribution networks, Mohammed Hamouda Ali, Salah Kamel, Mohamed H. Hassan, Marcos Tostado-Véliz, and Hossam Zawbaa
Towards an inclusive co-design toolkit: perceptions and experiences of co-design stakeholders, Eamon Aswad, Emma Murphy, Claudia Fernandez-Rivera, and Sarah Boland
The dynamic impact of biomass and natural resources on ecological footprint in BRICS economies: A quantile regression evidence, Abraham Ayobamiji Awosusi, Tomiwa Sunday Adebayo, Mehmet Altuntaş, Ephraim Bonah Agyekum, Hossam Zawbaa, and Salah Kamel
Interconnection and damping assignment passivity-based non-linear observer control for efficiency maximization of permanent magnet synchronous motor, Youcef Belkhier, Abelyazid Achour, Miroslav Bures, Nasim Ullah, Mohit Bajaj, Hossam Zawbaa, and Salah Kamel
Automated extraction of genes associated with antibiotic resistance from the biomedical literature, Andre Brincat and Markus Hofmann
On the Dimensionality and Utility of Convolutional Autoencoder’s Latent Space Trained with Topology-Preserving Spectral EEG Head-Maps, Arjun Vinayak Chikkankod and Luca Longo
Introduction to the Special Issue on GaLA Conf 2021, Francesca De Rosa, Jannicke Baalsrud Hauge, Pierpaolo Dondio, Isa Marfizi-Schottman, Margarida Romero, and Francesco Bellotti
The World is Our Classroom: Developing a Model for International Virtual Internships - the Global Innovations Project, Paul Doyle, Brian Keegan, Damian Gordon, Anna Becevel, Paul J. Gibson, Zhiying Jiang PhD, and Dympna O'Sullivan
Improvement of active distribution systems with high penetration capacities of shunt reactive compensators and distributed generators using Bald Eagle Search, Ahmad Eid, Salah Kamel, Dr Hossam Zawbaa, and Mostafa Dardeer
Using Satellite Images Datasets for Road Intersection Detection in Route Planning, Fatmaelzahraa Eltaher, Ayman Taha, Jane Courtney, and Susan Mckeever
All Things Merge into One, and a River Runs Through It: Exploring the Dimensions of Blended Learning by Developing a Case Study Template for Blended Activities, Damian Gordon, Paul Doyle, Anna Becevel, and Tina Baloh
Is neuro-symbolic AI meeting its promises in natural language processing? A structured review, Kyle Hamilton, Kyle Hamilton, Aparna Nayak, Bojan Bozic, and Luca Longo
Detecting Patches on Road Pavement Images acquired with 3D Laser Sensors using Object Detection and Deep Learning, Syed Ibrahim Hassan, Dympna O'Sullivan, Susan McKeever, Kieran Feighan, David Power, and Ray McGowan
Self-Supervised Learning for Invariant Representations From Multi-Spectral and SAR Images, Pallavi Jain, Bianca Schoen Phelan, and Robert J. Ross
Adopting Scenario-Based approach to solve optimal reactive power Dispatch problem with integration of wind and solar energy using improved Marine predator algorithm, Noor Habib Khan, Raheela Jamal, Mohamed Ebeed, Salah Kamel, Hamed Zeinoddini-Meymand, and Hossam Zawbaa
Investigation of the Combustion of Exhaust Gas Recirculation in Diesel Engines with a Particulate Filter and Selective Catalytic Reactor Technologies for Environmental Gas Reduction, Megavath Vijay Kumar, Alur Veeresh Babu, Ch. Rami Reddy, A. Pandian, Mohit Bajaj, Hossam Zawbaa, and Salah Kamel
Modeling Cognitive Load as a Self-Supervised Brain Rate with Electroencephalography and Deep Learning, Luca Longo
Human Mental Workload: A Survey and a Novel Inclusive Definition, Luca Longo, Christopher D. Wickens, Gabriella Hancock, and P.A. Hancock
Towards an ethical framework for the design and development of inclusive home-based smart technology for smart spaces for older adults and people with disabilities, Emma Murphy, Julie Doyle, Ioannis Stavrakakis, Damian Gordon, Brian Keegan, and Dympna O'Sullivan
Effect of cryogenic treatment on drill tool for enhancing metal cutting operation of aluminium alloy IS737.Gr19000, G. Navaneethakrishnan, B. Sureshkumar, R. Palanisamy, Mohit Bajaj, Hossam Zawbaa, and Salah Kamel
Image-based malware classification hybrid framework based on space-filling curves, Stephen O Shaughnessy and Stephen Sheridan
Residential Demand Side Management model, optimization and future perspective: A review, Subhasis Panda, Sarthak Mohanty, Pravat Kumar Rout, Binod Kumar Sahu, Mohit Bajaj, Dr Hossam Zawbaa, and Salah Kamel
Power Management in Hybrid ANFIS PID Based AC–DC Microgrids with EHO Based Cost Optimized Droop Control Strategy, T. Narasimha Prasad, S. Devakirubakaran, S. Muthubalaji, S. Srinivasan, B. Karthikeyan, R. Palanisamy, Mohit Bajaj, Hossam Zawbaa, and Salah Kamel
Learning pavement surface condition ratings through visual cues using a deep learning classification approach., Waqar Shahid Qureshi, David Power, Joseph McHale, Brian Mulry, Kieran Feighan, and Dympna O'Sullivan
An Exploration of Recent Intelligent Image Analysis Techniques for Visual Pavement Surface Condition Assessment., Waqar Shahid Qureshi, Ibrahim Hassan Syed, Susan McKeever, David Power, Brian Mulry, Kieran Feighan, and Dympna O'Sullivan
The Association Between Ambient UVB Dose and ANCA‑Associated Vasculitis Relapse and Onset, Jennifer Scott, Enock Havyarimana, Albert Navarro-Gallinad, Arthur White, Jason Wyse, Jos van Geffen, Michiel van Weele, Antonia Buettner, Tamara Wanigasekera, Cathal Walsh, Louis Aslett, John Kelleher, Julie Power, James Ng, Declan O’Sullivan, Lucy Hederman, Neil Basu, Mark A. Little, and Lina Zgaga
An audio processing pipeline for acquiring diagnostic quality heart sounds via mobile phone, Davoud Shariat Panah, Andrew Hines, Joseph McKeever, and Susan McKeever
Modeling and sensitivity analysis of grid-connected hybrid green microgrid system, Sumit Sharma, Yog Raj Sood, Naveen Kumar Sharma, Mohit Bajaj, Hossam Zawbaa, Rania A. Turky, and Salah Kamel
Using Feature Selection with Machine Learning for Generation of Insurance Insights, Ayman Taha, Bernard Cosgrave, and Susan McKeever
Investigating How Speech And Animation Realism Influence The Perceived Personality Of Virtual Characters And Agents, Sean A. Thomas, Ylva Ferstl, Rachel McDonnell, and Cathy Ennis
Home energy management system considering effective demand response strategies and uncertainties, Marcos Tostado-Véliz, Paul Arévalo, Salah Kamel, Hossam Zawbaa, and Francisco Jurado
A Goal-Driven Framework for Individualised Self-Care for Early-Stage Dementia, Jonathan Turner, Ciaran Nugent, Damon Berry, Dympna O'Sullivan, Michael Wilson, Ann Marron, and Julie Doyle
Addressing ethical issues in the design of smart home technology for older adults and people with disabilities., Jonathan Turner, Dympna O'Sullivan, Damian Gordon, Yannis Stavrakakis, Brian Keegan, and Emma Murphy
Meaningful activity replacement recommendations in dementia, Jonathan Turner, Michael Wilson, Ciaran Nugent, Damon Berry, Julie Doyle, and Dympna O'Sullivan
Co-design to support engagement in activities of daily living and meaningful activities for people living with dementia, Michael Wilson, Julie Doyle, Ann Marron, Jonathan Turner, Ciaran Nugent, and Dympna O'Sullivan
Submissions from 2021
Visualizing the Impact of Europe’s Slow COVID-19 Vaccine Rollout, Mathias Beck and Gail Sheppard