- Source code used for the manuscript "Increasing trust in AI through Privacy Preservation and Model Explainability: Federated Learning of Fuzzy Regression Trees", currently under review.
- This work has been developed by the Artificial Intelligence Group at the Department of Information Engineering, University of Pisa.
- Authors:
- José Luis Corcuera Bárcena (scholar) (joseluis.corcuera@phd.unipi.it)
- Pietro Ducange (scholar) (pietro.ducange@unipi.it)
- Francesco Marcelloni (scholar) (francesco.marcelloni@unipi.it)
- Alessandro Renda (scholar) (alessandro.renda@unipi.it)
Make sure you have installed:
Federated Clustering requires:
- pandas
- numpy
- scikit-learn
- simpful
To install the application just clone the repository, cd into the folder and run
python setup.py install