Portugal

Portugal

Country Updates, 2024

FinAI – MC Committee

Bernardete Ribeiro, Joana Costa - MC

Catarina Silva, Luisa Morgado - MC Substitutes

University of Coimbra, University UTAD

Contribution Topics

WG2 – Transparent versus Black Box Decision-Support Models in the Financial Industry WG3 – Transparency into Investment Product Performance for Clients

Main Aims

Building network to conduct multidisciplinary research Participation in joint data collection efforts Participation in joint research proposal writing efforts Providing mobility of doctoral students ...

Line of research 1

We continued to extend LIME and SHAP to new scenarios P. G. Silva, C. Silva and D. Gaspar, Explainable AI for Intrusion Detection Systems: LIME and SHAP Applicability on Multi-Layer Perceptron, IEEE A...

Research Coordination 2: The development of conceptual and methodological tools for establishing when black-box models are admissible and, to the extent possible, making them more transparent and/or ...

We explored a bibliometrc approach to analyse gender impact in research in transparency in Fintech C. Silva, J. Dias, G. Leitão andd B. Ribeiro, A Bibliometric Analysis of Transparency AI in Fintech ...

Line of research 2

Participation on the meeting COST meets Istanbul, May 2024 Organization of COST meets Coimbra, July 2024

Capacity Building 1: Create an excellent network of researchers in Europe with lasting collaboration beyond the lifetime of the Action.

Hosting Bekir ÇETİNTAV from Turkey in an STSM (cooperation with Branka Hadji Misheva, Codruta Mare and Alessandra Tanta to contribute to the study of the impact of transparency in LLMs.

Capacity Building 2 and 3: Bringing technological, quantitative and economic researchers together, to tackle future research that can only be done in an interdisciplinary setting and getting actively ...

STSM co-Coordination activities (Catarina Silva) Work in progress with Bekir ÇETİNTAV considering the transparency in fintech industry Organization of "COST meets Coimbra" July, 10-11 (Catarina Silva...

Activities in 2024