- Article
Comparative Analysis of Traditional and Advanced Clustering Techniques in Bioaerosol Data: Evaluating the Efficacy of K-Means, HCA, and GenieClust with and without Autoencoder Integration
- Maxamillian A. N. Moss,
- Dagen D. Hughes,
- Ian Crawford,
- Martin W. Gallagher,
- Michael J. Flynn and
- David O. Topping
In a comparative study contrasting new and traditional clustering techniques, the capabilities of K-means, the hierarchal clustering algorithm (HCA), and GenieClust were examined. Both K-means and HCA demonstrated strong consistency in cluster profil...