Caro Fuchs

Orcid: 0000-0002-4815-0310

According to our database1, Caro Fuchs authored at least 16 papers between 2017 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Estimation of Fuzzy Models from Mixed Data Sets with pyFUME.
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.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

Comparing Interpretable AI Approaches for the Clinical Environment: an Application to COVID-19.
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.
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.
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2022

2021
Tremor assessment using smartphone sensor data and fuzzy reasoning.
BMC Bioinform., 2021

2020
Simpful: A User-Friendly Python Library for Fuzzy Logic.
Int. J. Comput. Intell. Syst., 2020

A Graph Theory Approach to Fuzzy Rule Base Simplification.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

pyFUME: a Python Package for Fuzzy Model Estimation.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
A Novel Multi-objective Approach to Fuzzy Clustering.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

A Swarm Intelligence Approach to Avoid Local Optima in Fuzzy C-Means Clustering.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

A Smartphone-Based Clinical Decision Support System for Tremor Assessment.
Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2019

2018
The understanding of the quantifiers 'many' and 'most'.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

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


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