Can I read Active Learning in Semi-Supervised Clustering on EtoBox?

Active Learning in Semi-Supervised Clustering by WARSE Journals is a document available to read on EtoBox.

What is Active Learning in Semi-Supervised Clustering about?

This paper presents ActSSDBSCAN, a novel active learning density-based clustering algorithm that integrates both seeds and pairwise constraints to enhance clustering performance. Experimental results demonstrate that ActSSDBSCAN outperforms the traditional seed-based DBSCAN algorithm, showcasing the effectiveness of combining seeds and constraints in semi-supervised clustering. The study highlights the potential of active learning mechanisms in minimizing expert solicitations while improving clustering accu

Author

WARSE Journals

Language

EN