Koorosh Aslansefat

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Safety Analysis

Top Venues

Publications

Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos
Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations. IEEE Softw. 41 (1) (2024)
Koorosh Aslansefat, Mojgan Hashemian, Martin Walker, Mohammed Naveed Akram, Ioannis Sorokos, Yiannis Papadopoulos
Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations. CoRR (2023)
Al-Harith Farhad, Ioannis Sorokos, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
Scope Compliance Uncertainty Estimate. CoRR (2023)
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
SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities. IMBSA (2022)
Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. IMBSA (2022)
Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures. CoRR (2022)
Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs
A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms. CoRR (2022)
Mohammed Naveed Akram, Akshatha Ambekar, Ioannis Sorokos, Koorosh Aslansefat, Daniel Schneider
StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures. SAFECOMP Workshops (2022)
Sohag Kabir, Koorosh Aslansefat, Prosanta Gope, Felician Campean, Yiannis Papadopoulos
Online Dynamic Reliability Evaluation of Wind Turbines based on Drone-assisted Monitoring. CoRR (2022)
Lucas Bressan, André Luíz de Oliveira, Fernanda C. A. Campos, Leonardo Montecchi, Rafael Capilla, David Parker, Koorosh Aslansefat, Yiannis Papadopoulos
Modeling the Variability of System Safety Analysis Using State-Machine Diagrams. IMBSA (2022)
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
SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities. CoRR (2022)
Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs
A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms. IMBSA (2022)
Al-Harith Farhad, Ioannis Sorokos, Andreas Schmidt, Mohammed Naveed Akram, Koorosh Aslansefat, Daniel Schneider
Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring. CoRR (2022)
Koorosh Aslansefat, Sohag Kabir, Amr Abdullatif, Vinod Vasudevan, Yiannis Papadopoulos
Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition Systems. Computer 54 (8) (2021)
Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos
SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures. IMBSA (2020)
Koorosh Aslansefat, Gholamreza Latif-Shabgahi, Mehrdad Mohammadi
Reliability Evaluation of Reconfigurable NMR Architecture Supported with Hot Standby Spare: Markov Modeling and Formulation. IMBSA (2020)
Koorosh Aslansefat, Gholam-Reza Latif-Shabgahi
A Hierarchical Approach for Dynamic Fault Trees Solution Through Semi-Markov Process. IEEE Trans. Reliab. 69 (3) (2020)
Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Savas Konur
A Hybrid Modular Approach for Dynamic Fault Tree Analysis. IEEE Access 8 (2020)
Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure. CoRR (2020)
Youcef Gheraibia, Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos
Safety + AI: A Novel Approach to Update Safety Models Using Artificial Intelligence. IEEE Access 7 (2019)
Sohag Kabir, Ioannis Sorokos, Koorosh Aslansefat, Yiannis Papadopoulos, Youcef Gheraibia, Jan Reich, Merve Saimler, Ran Wei
A Runtime Safety Analysis Concept for Open Adaptive Systems. IMBSA (2019)
Koorosh Aslansefat, Francisco Marques, Ricardo Mendonça, José Barata
A Markov Process-Based Approach for Reliability Evaluation of the Propulsion System in Multi-rotor Drones. DoCEIS (2019)
Sohag Kabir, Koorosh Aslansefat, Ioannis Sorokos, Yiannis Papadopoulos, Youcef Gheraibia
A Conceptual Framework to Incorporate Complex Basic Events in HiP-HOPS. IMBSA (2019)
Koorosh Aslansefat, Mohammad Hossein Ghodsirad, José Barata, Javad Jassbi
Resilience Supported System for Innovative Water Monitoring Technology. DoCEIS (2018)