Ruairi O'Reilly

39 papers B 1Journal 17Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Adaptive input-image normalization for solving the mode collapse problem in GAN-based X-ray images. Biomed. Signal Process. Control. Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
2026	J	`jnl`	Quantifying Cross-Modal Interactions in Multimodal Glioma Survival Prediction via InterSHAP: Evidence for Additive Signal Integration. CoRR Iain Swift, JingHua Ye, Ruairi O'Reilly
2025	—	`conf`	FAIR-MED: Bias Detection and Fairness Evaluation in Healthcare Focused XAI. xAI (1) Katsiaryna Bahamazava, Ruairi O'Reilly
2025	J	`jnl`	Multi-scale graph theoretical analysis of resting-state fMRI for classification of Alzheimer's disease, mild cognitive impairment, and healthy controls. Signal Image Video Process. Ali Khazaee, Abdolreza Mohammadi, Ruairi O'Reilly
2024	—	`conf`	A Real-Time Prediction System for Restaurant Orders Using Time Series and Behavioural Analytics: A Conceptual Framework. AICS Amir Arzy, Fereshteh Khodaparast, Ruairi O'Reilly
2024	J	`jnl`	A survey on training challenges in generative adversarial networks for biomedical image analysis. Artif. Intell. Rev. Muhammad Muneeb Saad, Ruairi O'Reilly, Mubashir Husain Rehmani
2024	J	`jnl`	Early Stopping Criteria for Training Generative Adversarial Networks in Biomedical Imaging. CoRR Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
2024	—	`conf`	On the Impact of Neighbourhood Sampling to Satisfy Sufficiency and Necessity Criteria in Explainable AI. CLeaR Urja Pawar, Christian Beder, Ruairi O'Reilly, Donna O'Shea
2024	J	`jnl`	Optimal Neighborhood Contexts in Explainable AI: An Explanandum-Based Evaluation. IEEE Open J. Comput. Soc. Urja Pawar, Donna O'Shea, Ruairi O'Reilly, Maebh Costello, Christian Beder
2024	J	`jnl`	Study of Brain Network in Alzheimers Disease Using Wavelet-Based Graph Theory Method. CoRR Ali Khazaee, Abdolreza Mohammadi, Ruairi O'Reilly
2024	—	`conf`	The Dynamics of Explainability: Diverse Insights from SHAP Explanations using Neighbourhoods. xAI (Late-breaking Work, Demos, Doctoral Consortium) Urja Pawar, Ruairi O'Reilly, Christian Beder, Donna O'Shea
2023	J	`jnl`	Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray Images. CoRR Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
2023	—	`ed.`	Artificial Intelligence and Cognitive Science - 30th Irish Conference, AICS 2022, Munster, Ireland, December 8-9, 2022, Revised Selected Papers AICS Luca Longo, Ruairi O'Reilly
2023	J	`jnl`	Assessing Intra-class Diversity and Quality of Synthetically Generated Images in a Biomedical and Non-biomedical Setting. CoRR Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
2023	—	`conf`	Complex Adaptive Systems and Psychophysiological Data - An Exploratory Approach. AICS Zachary Dair, Samantha Dockray, Ruairi O'Reilly
2023	—	`conf`	InceptionCaps: A Performant Glaucoma Classification Model for Data-Scarce Environment. AICS Gyanendar Manohar, Ruairi O'Reilly
2023	J	`jnl`	InceptionCaps: A Performant Glaucoma Classification Model for Data-scarce Environment. CoRR Gyanendar Manohar, Ruairi O'Reilly
2022	—	`conf`	A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis. AICS Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
2022	J	`jnl`	A Self-attention Guided Multi-scale Gradient GAN for Diversified X-ray Image Synthesis. CoRR Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
2022	J	`jnl`	A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis. CoRR Muhammad Muneeb Saad, Ruairi O'Reilly, Mubashir Husain Rehmani
2022	—	`conf`	Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images. EMBC Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
2022	J	`jnl`	Addressing the Intra-class Mode Collapse Problem using Adaptive Input Image Normalization in GAN-based X-ray Images. CoRR Muhammad Muneeb Saad, Mubashir Husain Rehmani, Ruairi O'Reilly
2022	—	`conf`	Classification of Sleep Apnea via SpO2 in a Simulated Smartwatch Environment. BHI Brendan Lyden, Zachary Dair, Ruairi O'Reilly
2022	J	`jnl`	Classification of Stress via Ambulatory ECG and GSR Data. CoRR Zachary Dair, Muhammad Muneeb Saad, Urja Pawar, Samantha Dockray, Ruairi O'Reilly
2022	J	`jnl`	Evaluating Generatively Synthesized Diabetic Retinopathy Imagery. CoRR Cristina-Madalina Dragan, Ruairi O'Reilly
2022	—	`conf`	Inter and Intra Signal Variance in Feature Extraction and Classification of Affective State. AICS Zachary Dair, Samantha Dockray, Ruairi O'Reilly
2022	J	`jnl`	Variance in Classifying Affective State via Electrocardiogram and Photoplethysmography. CoRR Zachary Dair, Samantha Dockray, Ruairi O'Reilly
2021	—	`conf`	A Multimodal Workflow for Modeling Personality and Emotions to Enable User Profiling and Personalisation. VISIGRAPP (2: HUCAPP) Ryan Donovan, Aoife Johnson, Aine deRoiste, Ruairi O'Reilly
2021	B	`conf`	Evaluating Hierarchical Medical Workflows using Feature Importance. CBMS Urja Pawar, Christopher T. Culbert, Ruairi O'Reilly
2021	—	`conf`	Linguistic and Gender Variation in Speech Emotion Recognition Using Spectral Features. AICS Zachary Dair, Ryan Donovan, Ruairi O'Reilly
2021	J	`jnl`	Linguistic and Gender Variation in Speech Emotion Recognition using Spectral Features. CoRR Zachary Dair, Ryan Donovan, Ruairi O'Reilly
2020	—	`conf`	Differentiation in Personality Emotion Mappings From Self Reported Emotion and Automatically Classified Emotion. AICS Ryan Donovan, Aoife Johnson, Ruairi O'Reilly
2020	—	`conf`	Explainable AI in Healthcare. CyberSA Urja Pawar, Donna O'Shea, Susan Rea, Ruairi O'Reilly
2020	—	`conf`	Incorporating Explainable Artificial Intelligence (XAI) to aid the Understanding of Machine Learning in the Healthcare Domain. AICS Urja Pawar, Donna O'Shea, Susan Rea, Ruairi O'Reilly
2020	—	`conf`	Quantifying the Links Between Personality Sub-traits and the Basic Emotions. ICCSA (2) Ryan Donovan, Aoife Johnson, Aine deRoiste, Ruairi O'Reilly
2019	—	`conf`	A Comparative Analysis of Classification Techniques for Cervical Cancer Utilising At Risk Factors and Screening Test Results. AICS Sean Quinlan, Haithem Afli, Ruairi O'Reilly
2019	—	`conf`	Arrhythmia Detection in ECG Signals Using a Multilayer Perceptron Network. AICS Gaurav Kumar, Urja Pawar, Ruairi O'Reilly
2019	—	`conf`	Enabling Multi-Party Consensual Data Exchange Through Blockchain. AICS Jack Hickey, Ruairi O'Reilly
2019	—	`conf`	Interpretable Machine Learning Models for Assisting Clinicians in the Analysis of Physiological Data. AICS P. Nisha, Urja Pawar, Ruairi O'Reilly