Koorosh Aslansefat

According to our database, Koorosh Aslansefat authored at least 24 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations.

Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos

IEEE Softw., 2024

Measuring AI Fairness in a Continuum Maintaining Nuances: A Robustness Case Study.

Kuniko Paxton, Koorosh Aslansefat, Dhavalkumar Thakker, Yiannis Papadopoulos

IEEE Internet Comput., 2024

Mapping the Mind of an Instruction-based Image Editing using SMILE.

Zeinab Dehghani, Koorosh Aslansefat, Adil Khan, Adín Ramírez Rivera, Franky George, Muhammad Khalid

CoRR, 2024

Explainability of Point Cloud Neural Networks Using SMILE: Statistical Model-Agnostic Interpretability with Local Explanations.

Seyed Mohammad Ahmadi, Koorosh Aslansefat, Rubén Valcarce-Diñeiro, Joshua Barnfather

CoRR, 2024

SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance.

Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs

CoRR, 2024

2023

Scope Compliance Uncertainty Estimate.

Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider

CoRR, 2023

2022

Aircraft Fuel Distribution System.

Koorosh Aslansefat, Youcef Gheraibia, Sohag Kabir, Ioannis Sorokos, Yiannis Papadopoulos

Dataset, May, 2022

Online Dynamic Reliability Evaluation of Wind Turbines based on Drone-assisted Monitoring.

Sohag Kabir, Koorosh Aslansefat, Prosanta Gope, Felician Campean, Yiannis Papadopoulos

CoRR, 2022

StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures.

Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2022 Workshops, 2022

A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms.

Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs

Proceedings of the Model-Based Safety and Assessment - 8th International Symposium, 2022

Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring.

Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider

Proceedings of the Model-Based Safety and Assessment - 8th International Symposium, 2022

Modeling the Variability of System Safety Analysis Using State-Machine Diagrams.

Lucas Bressan, André Luíz de Oliveira, Fernanda C. A. Campos, Leonardo Montecchi, Rafael Capilla, David Parker, Koorosh Aslansefat, Yiannis Papadopoulos

Proceedings of the Model-Based Safety and Assessment - 8th International Symposium, 2022

SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities.

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

Proceedings of the Model-Based Safety and Assessment - 8th International Symposium, 2022

2021

Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition Systems.

Koorosh Aslansefat, Sohag Kabir, Amr Abdullatif, Vinod Vasudevan, Yiannis Papadopoulos

Computer, 2021

2020

A Hierarchical Approach for Dynamic Fault Trees Solution Through Semi-Markov Process.

Koorosh Aslansefat, Gholam-Reza Latif-Shabgahi

IEEE Trans. Reliab., 2020

SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure.

Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos

CoRR, 2020

A Hybrid Modular Approach for Dynamic Fault Tree Analysis.

Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Savas Konur

IEEE Access, 2020

SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures.

Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos

Proceedings of the Model-Based Safety and Assessment - 7th International Symposium, 2020

Reliability Evaluation of Reconfigurable NMR Architecture Supported with Hot Standby Spare: Markov Modeling and Formulation.

Koorosh Aslansefat, Gholamreza Latif Shabgahi, Mehrdad Mohammadi

Proceedings of the Model-Based Safety and Assessment - 7th International Symposium, 2020

2019

Safety + AI: A Novel Approach to Update Safety Models Using Artificial Intelligence.

Youcef Gheraibia, Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos

IEEE Access, 2019

A Runtime Safety Analysis Concept for Open Adaptive Systems.

Sohag Kabir, Ioannis Sorokos, Koorosh Aslansefat, Yiannis Papadopoulos, Youcef Gheraibia, Jan Reich, Merve Saimler, Ran Wei

Proceedings of the Model-Based Safety and Assessment - 6th International Symposium, 2019

A Conceptual Framework to Incorporate Complex Basic Events in HiP-HOPS.

Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Youcef Gheraibia

Proceedings of the Model-Based Safety and Assessment - 6th International Symposium, 2019

A Markov Process-Based Approach for Reliability Evaluation of the Propulsion System in Multi-rotor Drones.

Koorosh Aslansefat, Francisco Marques, Ricardo Mendonça, José Barata

Proceedings of the Technological Innovation for Industry and Service Systems, 2019

2018

Resilience Supported System for Innovative Water Monitoring Technology.

Koorosh Aslansefat, Mohammad Hossein Ghodsirad, José Barata, Javad Jassbi

Proceedings of the Technological Innovation for Resilient Systems, 2018