NANCY Explainable AI Toolbox” presents the overall architecture, functionalities and components of the explainable Artificial Intelligence (XAI) Toolbox. It provides an overview of the methodologies and tools that support transparency and interpretability for decision-making beyond 5G (B5G) network functions. The main components of the NANCY XAI Toolbox are (i) the anomaly detection XAI Component, (ii) the outage prediction XAI Component and (iii) the semantic communications XAI Component. Furthermore, the deliverable presents the implementation of the centralized XAI dashboard, which provides access to global and local model explanations through visual and interactive interfaces.
Addressing target audiences and expressing needs
- To raise awareness and possibly influence policy
N.A.
- EU and Member State Policy-makers
- Research and Technology Organisations
- Academia/ Universities
R&D, Technology and Innovation aspects
1. Thorough Analysis of the needs of the market / 2. First Results published / 3. Collaboration with project partners leveraging their expertise and experience / 4. Possible IPR Protection / 5. Dissemination and Improvements / 6. Long-term market launch
1. Thorough Analysis of the needs of the market / 2. First Results published / 3. Collaboration with project partners leveraging their expertise and experience / 4. Possible IPR Protection / 5. Dissemination and Improvements / 6. Long-term market launch
Open source tools and libraries.
Our sustainable business model is focusing on adding value to mangers of critical infrastructures, developers of next-generation communication systems, delivering interpretability essential for trustworthy, auditable AI deployment in production networks.
