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Interpretable and trustworthy situational understanding for multivariate time series in cyber-physical systems.
- Funding
- US EOARD
Projects
AI, cybersecurity and reasoning for decisions, developed through funded research and collaborations with universities, laboratories and industry.
Current projects
NS-CEP
Uncertainty-aware neuro-symbolic architectures for signal intelligence and complex event processing.
- Funding
- US EOARD
POSBI — Piattaforma di Omica Spaziale e Bioimaging Integrato
Spatial omics and integrated bioimaging research infrastructure, connecting biomedical research with AI-enabled analysis and scientific computing.
- Role
- Project participant
- Funding
- Regione Lombardia
Previous projects
NEACD
Neuro-symbolic active cyber defence for extracting actionable intelligence from logs and heterogeneous evidence.
- Funding
- PNRR, NextGeneration EU
AIDECC — Argumentation for Informed Decisions with applications to Energy Consumption in Computing
Argumentation and causal modelling to investigate energy consumption in neural-network training and support informed decisions about efficiency and performance trade-offs.
- Role
- Principal investigator
- Funding
- FAIR / PNRR, NextGenerationEU
ACRE
AI, causality, and reasoning to improve the resilience of deceptive assets in cyber defence.
- Funding
- Italian MUR PRIN
HAI-PCCA
Effective collaboration between humans and AI agents in teams that must perceive, reason, communicate, and act.
- Funding
- US DEVCOM ARL
Scientific Enquiry with Qualitative and Quantitative Uncertainty
Research on scientific enquiry under qualitative and quantitative uncertainty, funded through the Rita Levi-Montalcini programme.
- Role
- Principal investigator
- Funding
- MUR — Rita Levi-Montalcini
Learning and Reasoning in Complex Coalition Information Environments
Learning and reasoning in coalition information environments, with a consortium involving Cardiff, UCL, UCLA, IBM, ARL and Dstl.
- Role
- Principal investigator; consortium coordinator
- Funding
- US ARL / UK Dstl
Supporting the analysis of international criminal trials with artificial intelligence and data mining techniques
AI and data mining for the analysis of international criminal trials, in a project coordinated by Swansea University.
- Role
- Co-investigator
- Funding
- DE Crucible
Human-machine teaming for intelligence analysis
Human–machine collaboration for intelligence analysis, coordinated by Southampton with Cardiff and St Andrews.
- Role
- Co-investigator
- Funding
- UK Dstl
IMPACT Facility — Interaction & Modelling Platform for Action, Control & Tracking
Research infrastructure for interaction and modelling of action, control and tracking at Cardiff University.
- Role
- Co-applicant
- Funding
- Cardiff University
Informing better migration and refugee policy-making in the presence of rumours and unsubstantiated claims
Research on migration and refugee policy-making in the presence of rumours and unsubstantiated claims, collaborating with Özyeğin University.
- Role
- Principal investigator; consortium coordinator
- Funding
- EPSRC Priming Pump / Cardiff University
Inference Management for Coalition Information Sharing
Inference management for information sharing within coalitions.
- Role
- Research fellow; PI: Dr. Oren
- Funding
- US ARL / UK Dstl
Making Sense of Incomplete, Uncertain and Dynamic Data in Support of Decision Making
Research on interpreting incomplete, uncertain and changing data to support decision-making.
- Role
- Research fellow; PI: Dr. Pan
- Funding
- US ARL / UK Dstl
Information Fusion and Inference Management under Uncertainties
Information fusion and inference management under uncertainty.
- Role
- Research fellow; PI: Dr. Oren
- Funding
- UK Dstl