Yiannis Papadopoulos

University of Hull — United Kingdom

Computer Science · Physical Sciences

32h-index3.8kcitations169works0.42yr avg
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Research Topics

Software Reliability and Analysis Research(98), Safety Systems Engineering in Autonomy(70), Risk and Safety Analysis(47), Formal Methods in Verification(28), Advanced Software Engineering Methodologies(28)

Publications169 total

Skewness-Guided Pruning of Multimodal Swin Transformers for Federated Skin Lesion Classification on Edge Devices
2025Open Access
RAGuard: A Novel Approach for In-Context Safe Retrieval Augmented Generation for LLMs
Lecture notes in computer science·2025
Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML
Lecture notes in computer science·2025
Q-SafeML: Safety Assessment of Quantum Machine Learning via Quantum Distance Metrics
Lecture notes in computer science·2025
Incorporating Failure of Machine Learning in Dynamic Probabilistic Safety Assurance
Lecture notes in computer science·2025· 2 cited
Q-SafeML: Safety Assessment of Quantum Machine Learning via Quantum Distance Metrics
arXiv (Cornell University)·2025Open Access
Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning
arXiv (Cornell University)·2025Open Access
Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML
arXiv (Cornell University)·2025Open Access
Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression
arXiv (Cornell University)·2025Open Access
Incorporating Failure of Machine Learning in Dynamic Probabilistic Safety Assurance
arXiv (Cornell University)·2025Open Access
Explaining Large Language Models with gSMILE
arXiv (Cornell University)·2025Open Access
Multi-Partner Project: Safe, Secure and Dependable Multi-UAV Systems for Search and Rescue Operations
2025
Availability Evaluation of Offshore Wind Turbines Through a Combination of Markov Regenerative Process and Dynamic Fault Tree
SSRN Electronic Journal·2025Open Access
Exploring the Impact of Skin Color on Image Segmentation
SSRN Electronic Journal·2025Open Access
Using Large Language Models to Recommend Repair Actions for Offshore Wind Maintenance
Journal of Physics Conference Series·2024· 3 citedOpen Access
Andromeda: A model-connected framework for safety assessment and assurance
Journal of Systems and Software·2024· 2 citedOpen Access
SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance
arXiv (Cornell University)·2024Open Access
Measuring AI Fairness in a Continuum Maintaining Nuances: A Robustness Case Study
IEEE Internet Computing·2024· 1 citedOpen Access
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations
arXiv (Cornell University)·2023Open Access
Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations
IEEE Software·2023· 4 citedOpen Access
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Frequent Co-authors

Martin Walker(18), Sohag Kabir(16), David Parker(9), Henrik Lönn(8), DeJiu Chen(6), Koorosh Aslansefat(6), Ioannis Sorokos(6), Mark‐Oliver Reiser(5), John McDermid(4), Rolf Johansson(4), Anders Sandberg(4), Martin Törngren(4), Septavera Sharvia(4), Erich Rüde(3), Jose Ignacio Aizpurua(3), Christian Grante(3), David Servat(3), Ramin Tavakoli Kolagari(3), Fulvio Tagliabò(3), Sandra Torchiaro(3)