Scholar
Yiannis Papadopoulos
Google Scholar ID: GpwIX-QAAAAJ
Professor of Computer Science, University of Hull
Citations & Impact
Citations
2,380
H-index
25
i10-index
50
Publications
20
Co-authors
19
list available
Contact
Publications
Resume (English only)
Research Experience
- Professor of Computer Science at the University of Hull, UK.
- Leads the DEIS-RG (Dependability Engineering and Intelligent Systems Research Group).
- Involved in multiple EU H2020 projects: SESAME (Safety and Security of Multi-Robot Systems) and DEIS (Dependability Engineering Innovation for Cyber-Physical Systems, 2017–2024).
- Leads the SafeML project (with Fraunhofer IESE and Nuremberg Institute of Technology) developing statistical techniques to detect distributional shifts for safer ML.
- Participates in the EPSRC EDGE AI Hub (2024–2029), applying SafeML and EDDIs to enhance safety of edge-AI systems.
- Leads the DREAM project (funded by EDF London) on data-driven reliability-centered maintenance for offshore wind farms.
- Developed the HiP-HOPS tool and collaborated with ESI-ITI GmbH (Germany) to integrate it into Simulation X.
- Collaborated with Metacase (Finland) to develop an EAST-ADL module in MetaEdit+ with safety analysis capabilities.
Background
- Research integrates software engineering, model-based design, and AI techniques for dependable systems.
- Pioneered HiP-HOPS (Hierarchically Performed Hazard Origin and Propagation Studies), a model-based dependability analysis methodology over the past 20 years.
- Co-authored EAST-ADL, an emerging architecture description language.
- Current research focuses on: novel metaheuristics for natural computation, safety of machine learning, dynamic safety assurance for cyber-physical and autonomous systems, and trustworthy/explainable AI (Dependable AI).
- Advocates the 'Academic Garden' concept, emphasizing collaborative research environments with positive societal impact.
- Also explores digital art and intersections between philosophy and science.
