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Yiannis Papadopoulos

Yiannis Papadopoulos

D-Index & Metrics

Engineering and Technology

D-Index
33
Citations
4417
World Ranking
9421
National Ranking
597

Overview

Yiannis Papadopoulos is affiliated with the University of Hull in the United Kingdom. Their research spans the fields of Computer Science and Engineering with a focus on Artificial Intelligence, Safety, Risk, Reliability and Quality, Software, Statistics, Probability and Uncertainty, and Control and Systems Engineering.

The researcher has contributed extensively to topics including Safety Systems Engineering in Autonomy, Software Reliability and Analysis Research, Risk and Safety Analysis, Adversarial Robustness in Machine Learning, Anomaly Detection Techniques and Applications, Machine Fault Diagnosis Techniques, and Smart Grid Security and Resilience.

Among the recent papers authored or coauthored by Yiannis Papadopoulos are:

  • "A Hybrid Modular Approach for Dynamic Fault Tree Analysis" (2020, IEEE Access)
  • "Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition Systems" (2021, Computer)
  • "Computational Intelligence for Safety Assurance of Cooperative Systems of Systems" (2020, Computer)
  • "Explaining Black Boxes With a SMILE: Statistical Model-Agnostic Interpretability With Local Explanations" (2023, IEEE Software)
  • "A Novel Approach Based on Stochastic Hybrid Fault Tree to Compare Alternative Flare Gas Recovery Systems" (2021, IEEE Access)

Frequent coauthors collaborating with Yiannis Papadopoulos include:

  • Koorosh Aslansefat
  • Ioannis Sorokos
  • Mohammed Naveed Akram
  • Dhavalkumar Thakker
  • Sohag Kabir

The main venues for publication have been:

  • arXiv (Cornell University)
  • IEEE Access
  • Computer
  • SSRN Electronic Journal
  • IEEE Software

Best Publications

  • Applications of Bayesian networks and Petri nets in safety, reliability, and risk assessments: A review

    Sohag Kabir;Yiannis Papadopoulos

  • Hierarchically Performed Hazard Origin and Propagation Studies

    Yiannis Papadopoulos;John A. McDermid

  • Analysis and synthesis of the behaviour of complex programmable electronic systems in conditions of failure

    Yiannis Papadopoulos;John Alexander McDermid;Ralph Sasse;Gunter Heiner

  • A review of applications of fuzzy sets to safety and reliability engineering

    Sohag Kabir;Yiannis Papadopoulos

  • Engineering failure analysis and design optimisation with HiP-HOPS

    Yiannis Papadopoulos;Martin Walker;David Parker;Erich Rüde

  • Model-based synthesis of fault trees from Matlab-Simulink models

    Y. Papadopoulos;M. Maruhn

  • Automating the failure modes and effects analysis of safety critical systems

    Y. Papadopoulos;D. Parker;C. Grante

  • Qualitative temporal analysis: Towards a full implementation of the Fault Tree Handbook

    Martin Walker;Yiannis Papadopoulos

  • The EAST-ADL architecture description language for automotive embedded software

    Philippe Cuenot;Patrick Frey;Rolf Johansson;Henrik Lönn

  • Uncertainty-Aware Dynamic Reliability Analysis Framework for Complex Systems

    Sohag Kabir;Mohammad Yazdi;Jose Ignacio Aizpurua;Yiannis Papadopoulos

  • Model-Driven safety evaluation with state-event-based component failure annotations

    Lars Grunske;Bernhard Kaiser;Yiannis Papadopoulos

  • Model-based system monitoring and diagnosis of failures using statecharts and fault trees

    Yiannis Papadopoulos

  • Evolving car designs using model-based automated safety analysis and optimisation techniques

    Yiannis Papadopoulos;Christian Grante

  • Dynamic system safety analysis in HiP-HOPS with Petri Nets and Bayesian Networks

    Sohag Kabir;Martin Walker;Yiannis Papadopoulos

  • Fuzzy temporal fault tree analysis of dynamic systems

    Sohag Kabir;Martin Walker;Yiannis Papadopoulos;Erich Rüde

  • The potential for a generic approach to certification of safety critical systems in the transportation sector

    Y Papadopoulos;J A. McDermid

  • Integrating model checking with HiP-HOPS in model-based safety analysis

    Septavera Sharvia;Yiannis Papadopoulos

  • Automatic optimisation of system architectures using EAST-ADL

    Martin Walker;Mark-Oliver Reiser;Sara Tucci-Piergiovanni;Yiannis Papadopoulos

  • Modelling Support for Design of Safety-Critical Automotive Embedded Systems

    Dejiu Chen;Rolf Johansson;Henrik Lönn;Yiannis Papadopoulos

  • Compositional temporal fault tree analysis

    Martin Walker;Leonardo Bottaci;Yiannis Papadopoulos

  • Automatic allocation of safety integrity levels

    Y. Papadopoulos;M. Walker;M.-O. Reiser;M. Weber

  • An approach to optimization of fault tolerant architectures using HiP-HOPS

    Masakazu Adachi;Yiannis Papadopoulos;Septavera Sharvia;David Parker

  • EAST-ADL: An Architecture Description Language for Automotive Software-intensive Systems in the Light of Recent use and Research

    Hans Blom;De-Jiu Chen;Henrik Kaijser;Henrik Lönn

Frequent Co-Authors

Lars Grunske
Lars Grunske Humboldt-Universität zu Berlin
John A. McDermid
John A. McDermid University of York
Tim Kelly
Tim Kelly University of York
Peng-Yeng Yin
Peng-Yeng Yin National Chi Nan University
Annabelle McIver
Annabelle McIver Macquarie University
David Parker
David Parker University of Oxford
Reinhard Wilhelm
Reinhard Wilhelm Saarland University
Alberto Sangiovanni-Vincentelli
Alberto Sangiovanni-Vincentelli University of California, Berkeley

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