New Publication in Scientific Reports
I am pleased to share that our study entitled:
“Bootstrap-Based K-Means Feature Selection Strategy for Fuzzy Regression Functions”
has been accepted for publication in Scientific Reports (Nature Portfolio).
In this study, we propose a bootstrap-stabilized k-means based feature selection framework integrated with Fuzzy Regression Functions (FRF) to improve robustness, stability, and predictive performance in regression modeling. The proposed approach was evaluated on multiple real-world datasets and compared with several widely used benchmark methods.
Authors:
- Aylin Ucan
- Dogan Yildiz
- Nihat Tak
The article is currently available online as an accepted manuscript:
https://doi.org/10.1038/s41598-026-54121-y
I would like to thank my co-authors, colleagues, and everyone who contributed to this work.