Koorosh Aslansefat

51 papers A 1Misc 2Journal 31Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Modal Dataset for Ground Reaction Force Estimation Using Consumer Wearable Sensors. CoRR Parvin Ghaffarzadeh, Debarati Chakraborty, Koorosh Aslansefat, Ali Dostan, Yiannis Papadopoulos
2026	J	`jnl`	EcoFair: Trustworthy and Energy-Aware Routing for Privacy-Preserving Vertically Partitioned Medical Inference. CoRR Mostafa Anoosha, Dhavalkumar Thakker, Kuniko Paxton, Koorosh Aslansefat, Bhupesh Kumar Mishra, Baseer Ahmad, Rameez Raja Kureshi
2026	J	`jnl`	Evaluating a Multi-Agent Voice-Enabled Smart Speaker for Care Homes: A Safety-Focused Framework. CoRR Zeinab Dehghani, Rameez Raja Kureshi, Koorosh Aslansefat, Faezeh Alsadat Abedi, Dhavalkumar Thakker, Lisa Greaves, Bhupesh Kumar Mishra, Baseer Ahmad, Tanaya Maslekar
2026	J	`jnl`	Exploring the Impact of Skin Color on Skin Lesion Segmentation. CoRR Kuniko Paxton, Medina Kapo, Amila Akagic, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	J	`jnl`	Enhancing Fairness in Skin Lesion Classification for Medical Diagnosis Using Prune Learning. CoRR Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos, Tanaya Maslekar
2025	J	`jnl`	Evaluating Fairness and Mitigating Bias in Machine Learning: A Novel Technique using Tensor Data and Bayesian Regression. CoRR Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	J	`jnl`	Explainable Knowledge Graph Retrieval-Augmented Generation (KG-RAG) with KG-SMILE. CoRR Zahra Zehtabi Sabeti Moghaddam, Zeinab Dehghani, Maneeha Rani, Koorosh Aslansefat, Bhupesh Kumar Mishra, Rameez Raja Kureshi, Dhavalkumar Thakker
2025	Misc	`conf`	HybridVFL: Disentangled Feature Learning for Edge-Enabled Vertical Federated Multimodal Classification. UCC Mostafa Anoosha, Zeinab Dehghani, Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker
2025	J	`jnl`	HybridVFL: Disentangled Feature Learning for Edge-Enabled Vertical Federated Multimodal Classification. CoRR Mostafa Anoosha, Zeinab Dehghani, Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker
2025	—	`conf`	Incorporating Failure of Machine Learning in Dynamic Probabilistic Safety Assurance. IMBSA Razieh Arshadizadeh, Mahmoud Asgari, Zeinab Khosravi, Yiannis Papadopoulos, Koorosh Aslansefat
2025	J	`jnl`	Incorporating Failure of Machine Learning in Dynamic Probabilistic Safety Assurance. CoRR Razieh Arshadizadeh, Mahmoud Asgari, Zeinab Khosravi, Yiannis Papadopoulos, Koorosh Aslansefat
2025	J	`jnl`	Mitigating Individual Skin Tone Bias in Skin Lesion Classification through Distribution-Aware Reweighting. CoRR Kuniko Paxton, Zeinab Dehghani, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	A	`conf`	Multi-Partner Project: Safe, Secure and Dependable Multi-UAV Systems for Search and Rescue Operations. DATE Panagiota Nikolaou, Antonis D. Savva, Ioannis Sorokos, Koorosh Aslansefat, Sondess Missaoui, Mohammed Naveed Akram, Daniel Hillen, Marc Lorenz, Martin D. Walker, Manos Papoutsakis, Simos Gerasimou, Panayiotis Kolios, Yiannis Papadopoulos, Jan Reich, Sotiris Ioannidis, Maria K. Michael
2025	—	`conf`	Q-SafeML: Safety Assessment of Quantum Machine Learning via Quantum Distance Metrics. IMBSA Oliver Dunn, Koorosh Aslansefat, Yiannis Papadopoulos
2025	J	`jnl`	Q-SafeML: Safety Assessment of Quantum Machine Learning via Quantum Distance Metrics. CoRR Oliver Dunn, Koorosh Aslansefat, Yiannis Papadopoulos
2025	—	`conf`	RAGuard: A Novel Approach for In-Context Safe Retrieval Augmented Generation for LLMs. IMBSA Connor Walker, Koorosh Aslansefat, Mohammed Naveed Akram, Yiannis Papadopoulos
2025	J	`jnl`	RAGuard: A Novel Approach for in-context Safe Retrieval Augmented Generation for LLMs. CoRR Connor Walker, Koorosh Aslansefat, Mohammed Naveed Akram, Yiannis Papadopoulos
2025	—	`conf`	Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML. IMBSA Kuniko Paxton, Koorosh Aslansefat, Amila Akagic, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	J	`jnl`	Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML. CoRR Kuniko Paxton, Koorosh Aslansefat, Amila Akagic, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	Misc	`conf`	Skewness-Guided Pruning of Multimodal Swin Transformers for Federated Skin Lesion Classification on Edge Devices. UCC Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2025	J	`jnl`	Skewness-Guided Pruning of Multimodal Swin Transformers for Federated Skin Lesion Classification on Edge Devices. CoRR Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2024	J	`jnl`	Explainability of Point Cloud Neural Networks Using SMILE: Statistical Model-Agnostic Interpretability with Local Explanations. CoRR Seyed Mohammad Ahmadi, Koorosh Aslansefat, Rubén Valcarce-Diñeiro, Joshua Barnfather
2024	J	`jnl`	Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations. IEEE Softw. Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos
2024	J	`jnl`	Mapping the Mind of an Instruction-based Image Editing using SMILE. CoRR Zeinab Dehghani, Koorosh Aslansefat, Adil Khan, Adín Ramírez Rivera, Franky George, Muhammad Khalid
2024	J	`jnl`	Measuring AI Fairness in a Continuum Maintaining Nuances: A Robustness Case Study. IEEE Internet Comput. Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos
2024	J	`jnl`	SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance. CoRR Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs
2024	—	`conf`	Scope Compliance Uncertainty Estimate Through Statistical Distance. FICC (2) Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat
2023	J	`jnl`	Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations. CoRR Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos
2023	J	`jnl`	Scope Compliance Uncertainty Estimate. CoRR Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
2022	—	`conf`	A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms. IMBSA Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs
2022	J	`jnl`	A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms. CoRR Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs
2022	—	`conf`	Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. IMBSA Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
2022	J	`jnl`	Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. CoRR Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
2022	—	`conf`	Modeling the Variability of System Safety Analysis Using State-Machine Diagrams. IMBSA Lucas Bressan, André Luíz de Oliveira, Fernanda C. A. Campos, Leonardo Montecchi, Rafael Capilla, David Parker, Koorosh Aslansefat, Yiannis Papadopoulos
2022	J	`jnl`	Online Dynamic Reliability Evaluation of Wind Turbines based on Drone-assisted Monitoring. CoRR Sohag Kabir, Koorosh Aslansefat, Prosanta Gope, Felician Campean, Yiannis Papadopoulos
2022	—	`conf`	SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities. IMBSA Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos
2022	J	`jnl`	SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities. CoRR Koorosh Aslansefat, Panagiota Nikolaou, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Jan Reich, Panayiotis Kolios, Maria K. Michael, Theocharis Theocharides, Georgios Ellinas, Daniel Schneider, Yiannis Papadopoulos
2022	—	`conf`	StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures. SAFECOMP Workshops Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
2022	J	`jnl`	StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures. CoRR Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
2021	J	`jnl`	Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition Systems. Computer Koorosh Aslansefat, Sohag Kabir, Amr Abdullatif, Vinod Vasudevan, Yiannis Papadopoulos
2020	J	`jnl`	A Hierarchical Approach for Dynamic Fault Trees Solution Through Semi-Markov Process. IEEE Trans. Reliab. Koorosh Aslansefat, Gholam-Reza Latif-Shabgahi
2020	J	`jnl`	A Hybrid Modular Approach for Dynamic Fault Tree Analysis. IEEE Access Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Savas Konur
2020	—	`conf`	Reliability Evaluation of Reconfigurable NMR Architecture Supported with Hot Standby Spare: Markov Modeling and Formulation. IMBSA Koorosh Aslansefat, Gholamreza Latif Shabgahi, Mehrdad Mohammadi
2020	—	`conf`	SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures. IMBSA Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos
2020	J	`jnl`	SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure. CoRR Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos
2019	—	`conf`	A Conceptual Framework to Incorporate Complex Basic Events in HiP-HOPS. IMBSA Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Youcef Gheraibia
2019	—	`conf`	A Markov Process-Based Approach for Reliability Evaluation of the Propulsion System in Multi-rotor Drones. DoCEIS Koorosh Aslansefat, Francisco Marques, Ricardo Mendonça, José Barata
2019	—	`conf`	A Runtime Safety Analysis Concept for Open Adaptive Systems. IMBSA Sohag Kabir, Ioannis Sorokos, Koorosh Aslansefat, Yiannis Papadopoulos, Youcef Gheraibia, Jan Reich, Merve Saimler, Ran Wei
2019	—	`ed.`	Model-Based Safety and Assessment - 6th International Symposium, IMBSA 2019, Thessaloniki, Greece, October 16-18, 2019, Proceedings IMBSA Yiannis Papadopoulos, Koorosh Aslansefat, Panagiotis Katsaros, Marco Bozzano
2019	J	`jnl`	Safety + AI: A Novel Approach to Update Safety Models Using Artificial Intelligence. IEEE Access Youcef Gheraibia, Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos
2018	—	`conf`	Resilience Supported System for Innovative Water Monitoring Technology. DoCEIS Koorosh Aslansefat, Mohammad Hossein Ghodsirad, José Barata, Javad Jassbi