Caro Fuchs

According to our database, Caro Fuchs authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Python library for interval-valued fuzzy inference.

Krzysztof Dyczkowski, Piotr Grochowalski, Dawid Kosior, Dorota Gil, Wojciech Koziol, Barbara Pekala, Uzay Kaymak, Caro Fuchs, Marco S. Nobile

SoftwareX, 2024

Applications of IFIS python library in interval-valued fuzzy inference problems.

Barbara Pékala, Piotr Grochowalski, Dawid Kosior, Dorota Gil, Wojciech Koziol, Krzysztof Dyczkowski, Uzay Kaymak, Caro Fuchs, Marco S. Nobile

Proceedings of the IEEE International Conference on Fuzzy Systems, 2024

2023

Estimation of Fuzzy Models from Mixed Data Sets with pyFUME.

Daniele M. Papetti, Caro Fuchs, Vasco Coelho, Uzay Kaymak, Marco S. Nobile

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2023

2022

Building Interpretable and Parsimonious Fuzzy Models using a Multi-Objective Approach.

Caro Fuchs, Uzay Kaymak, Marco S. Nobile

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Comparing Interpretable AI Approaches for the Clinical Environment: an Application to COVID-19.

Mohsen Abbaspour Onari, Marco S. Nobile, Isel Grau, Caro Fuchs, Yingqian Zhang, Arjen-Kars Boer, Volkher Scharnhorst

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

Predicting and Characterizing Legal Claims of Hospitals with Computational Intelligence: the Legal and Ethical Implications.

Chiara Gallese, Caro Fuchs, Simone G. Riva, Emanuela Foglia, Fabrizio Schettini, Lucrezia Ferrario, Elena Falletti, Marco S. Nobile

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

The Impact of Variable Selection and Transformation on the Interpretability and Accuracy of Fuzzy Models.

Caro Fuchs, Simone Spolaor, Uzay Kaymak, Marco S. Nobile

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

2021

Tremor assessment using smartphone sensor data and fuzzy reasoning.

Caro Fuchs, Marco S. Nobile, Guillaume Zamora, Aurélie Degeneffe, Pieter Leonard Kubben, Uzay Kaymak

BMC Bioinform., 2021

2020

Simpful: A User-Friendly Python Library for Fuzzy Logic.

Simone Spolaor, Caro Fuchs, Paolo Cazzaniga, Uzay Kaymak, Daniela Besozzi, Marco S. Nobile

Int. J. Comput. Intell. Syst., 2020

A Graph Theory Approach to Fuzzy Rule Base Simplification.

Caro Fuchs, Simone Spolaor, Marco S. Nobile, Uzay Kaymak

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

pyFUME: a Python Package for Fuzzy Model Estimation.

Caro Fuchs, Simone Spolaor, Marco S. Nobile, Uzay Kaymak

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

A Novel Multi-objective Approach to Fuzzy Clustering.

Simone Spolaor, Caro Fuchs, Uzay Kaymak, Marco S. Nobile

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Swarm Intelligence Approach to Avoid Local Optima in Fuzzy C-Means Clustering.

Caro Fuchs, Simone Spolaor, Marco S. Nobile, Uzay Kaymak

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Smartphone-Based Clinical Decision Support System for Tremor Assessment.

Guillaume Zamora, Caro Fuchs, Aurélie Degeneffe, Pieter Leonard Kubben, Uzay Kaymak

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

2018

The understanding of the quantifiers 'many' and 'most'.

Caro Fuchs, Els Vlooswijk, Uzay Kaymak, Anna Wilbik

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

On the Interaction Between Feature Selection and Parameter Determination in Fuzzy Modelling.

Peipei Chen, Caro Fuchs, Anna Wilbik, Tak-Ming Chan, Saskia van Loon, Arjen-Kars Boer, Xudong Lu, Volkher Scharnhorst, Uzay Kaymak

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

Towards More Specific Estimation of Membership Functions for Data-Driven Fuzzy Inference Systems.

Caro Fuchs, Anna Wilbik, Uzay Kaymak

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

An Enhanced Approach to Rule Base Simplification of First-Order Takagi-Sugeno Fuzzy Inference Systems.

Caro Fuchs, Anna Wilbik, Saskia van Loon, Arjen-Kars Boer, Uzay Kaymak

Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT- 2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017