MBSSA-Bi-AESN: Classification prediction of bi-directional adaptive echo state network based on modified binary salp swarm algorithm and feature selection

X Wu, J Zhan, T Li, W Ding, W Pedrycz - Applied Intelligence, 2024 - Springer
In the era of big data, the demand for multivariate time series prediction has surged, drawing
increased attention to feature selection and neural networks in machine learning. However …

Distance-weighted K-means Clustering Algorithm Based on Local Density

Z Lv, Q Liu - Proceedings of the 4th International Conference on …, 2023 - dl.acm.org
The traditional K-means clustering method is often affected by the initial selection of center
points, as well as the presence of outliers and edge points during the iterative process. To …