Koorosh Aslansefat

About

Koorosh Aslansefat is an Assistant Professor of Computer Science and a member of the Dependable Intelligent System Group (DEIS) at the University of Hull. He received the M.Sc. degree in control engineering from Shahid Beheshti University, Tehran, Iran, in 2014. He got a fellowship with Grant No. 723764 for the EU H2020 project entitled: GO0D MAN (aGent Oriented Zero Defect Multi-stage mANufacturing) from 2016 to 2018. In 2018, he got a Studentship Award from EDF Energy R&D UK to do a PhD at the University of Hull and have an industrial collaboration with EDF Energy for a project entitled: DREAM (Data-driven Reliability-centred Evolutionary Automated Maintenance for Offshore Wind Farms). In his PhD career, he managed to get the IET Leslie H. Paddle Award for being an Outstanding Researcher for his research work on Real-time dependability evaluation and the DREAM project. In 2021, he became a Research Associate and, as a named researcher, got a fellowship with Grant No. 101017258 for another EU H2020 project entitled: (SESAME) Secure and Safe Multi-Robot Systems. In this position, he managed to get a Post-Doctoral Enrichment Award from the Alan Turing Institute for his innovative research onthe safety evaluation of machine learning known as SafeML. Koorosh Aslansefat is internationally renowned for innovative research on the engineering of dependable systems that includes real-time dependability analysis of complex systems and safety assurance of machine learning algorithms. His main research interests are in artificial intelligence safety and explainability, Markov modelling, performance assessment, optimisation, stochastic modelling, and runtime dependability evaluation.

Work

University of Hull

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Assistant Professor

United Kingdom of Great Britain and Northern Ireland

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University of Hull

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Research Associate

United Kingdom of Great Britain and Northern Ireland

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UNINOVA Instituto de Desenvolvimento de Novas Tecnologias

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Research Assistant

Portugal

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Shahid Beheshti University

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Researcher

Iran (Islamic Republic of)

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Education

Shahid Beheshti University

Iran (Islamic Republic of)
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Master of Science (MSc)

Publications

RAGuard: A Novel Approach for In-Context Safe Retrieval Augmented Generation for LLMs

book-chapter

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML

book-chapter

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

IEEE Software

journal-article

Adaptive Design of Uni-Variate Alarm Systems Based on Statistical Distance Measures

book-chapter

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

IEEE Internet Computing

journal-article

A Review of the Applications of Explainable Machine Learning for Lithium–Ion Batteries: From Production to State and Performance Estimation

Energies

journal-article

A Review of the Applications of Explainable Machine Learning for Lithium–Ion Batteries: From Production to State and Performance Estimation

Energies

journal-article

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

book-chapter

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

book-chapter

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

Computer

journal-article

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

book-chapter

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

IEEE Transactions on Reliability

journal-article

A constraint multi-objective evolutionary optimization of a state-of-the-art dew point cooler using digital twins

Energy Conversion and Management

journal-article

A Hybrid Modular Approach for Dynamic Fault Tree Analysis

IEEE Access

journal-article

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

book-chapter

Performance evaluation and design for variable threshold alarm systems through semi-Markov process

ISA Transactions

journal-article

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

IFIP Advances in Information and Communication Technology

book-chapter

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

book-chapter

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

IEEE Transactions on Reliability

journal-article

Model-Based Safety and Assessment

Lecture Notes in Computer Science

book

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

IEEE Access

journal-article

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

IEEE Access

journal-article

Resilience Supported System for Innovative Water Monitoring Technology

Technological Innovation for Resilient Systems

book-chapter

Resilience Supported System for Innovative Water Monitoring Technology

book-chapter

Resilience Supported System for Innovative Water Monitoring Technology

book-chapter

Optimization of the Drag Force of Planing Boat with Trim Control System Using Genetic Algorithm

American Journal of Mechanical Engineering

journal-article

A novel extended adaptive thresholding for industrial alarm systems

2017 Iranian Conference on Electrical Engineering (ICEE)

conference-paper

A novel extended adaptive thresholding for industrial alarm systems

2017 25th Iranian Conference on Electrical Engineering, ICEE 2017

conference-paper

A novel extended adaptive thresholding for industrial alarm systems

conference-paper

A Systematic Approach to Design and Analysis of Univariate Alarm Systems Using Penalty Approaches

Journal of Control

journal-article

A novel extended adaptive thresholding for industrial alarm systems

conference-paper

Optimization of the Drag Force of Planing Boat with Trim Control System Using Genetic Algorithm

American Journal of Mechanical Engineering

journal-article

Hierarchical steady-state availability evaluation of dynamic fault trees through equal Markov model

2016 24th Iranian Conference on Electrical Engineering (ICEE)

conference-paper

Hierarchical steady-state availability evaluation of dynamic fault trees through equal Markov model

2016 24th Iranian Conference on Electrical Engineering, ICEE 2016

conference-paper

A New Methodology to Availability Analysis of Dynamic Fault Tree by Using Their Hierarchical Equal Markov Model

4th International Reliability Engineering Conference

conference-paper

Hierarchical steady-state availability evaluation of dynamic fault trees through equal Markov model

conference-paper

Hierarchical steady-state availability evaluation of dynamic fault trees through equal Markov model

conference-paper

A Systematic Approach to Sensitivity Analysis of Fault Tolerant Systems in NMR Architecture

Journal of Intelligent Procedures in Electrical Technology (JIPET)

journal-article

Reliability and Safety Modelling in Reliable Systems Supported with Cold Standby Spares by the Markov Model

Journal of Industrial Engineering

journal-article

Multi-objective evolutionary optimization technique applied to propeller design

Acta Polytechnica Hungarica

journal-article

A Strategy for Reliability Evaluation and Fault Diagnosis of Autonomous Underwater Gliding Robot based on its Fault Tree

International Journal of Advances in Science, Engineering and Technology

journal-article

Multi-objective evolutionary optimization technique applied to propeller design

Acta Polytechnica Hungarica

journal-article

Multi-objective evolutionary optimization technique applied to propeller design

Acta Polytechnica Hungarica

journal-article

Evolutionary Design of Mathematical tunable FPGA Based MIMO Fuzzy Estimator Sliding Mode Based Lyapunov Algorithm: Applied to Robot Manipulator

International Journal of Robotics and Automation

journal-article