TCEC-FCM: Efficient Algorithm for Total Causal Effect Calculation in Fuzzy Cognitive Maps

This repository contains the source code developed and used in the paper: "Advancing Explainable AI with Causal Analysis in Large-Scale Fuzzy Cognitive Maps", written by Marios Tyrovolas, Nikolaos D. Kallimanis, and Chrysostomos Stylios.

While this paper is under review, please cite this work as follows:

M. Tyrovolas, N. D. Kallimanis, and C. Stylios, “Advancing Explainable AI with Causal Analysis in Large-Scale Fuzzy Cognitive Maps,” 2024, arXiv. doi: 10.48550/ARXIV.2405.09190.

Acknowledgements

This research has been financed by the European Union: Next Generation EU through the Program Greece 2.0 - National Recovery and Resilience Plan, under the call "Flagship actions in interdisciplinary scientific fields with a special focus on the productive fabric”, project name "Greece4.0 - Network of Excellence for developing, disseminating and implementing digital transformation technologies in Greek Industry" (project code: TAEDR-0535864).

Contact

For any question, please raise an issue or contact

Marios Tyrovolas: tirovolas@kic.uoi.gr