Partial closure-based constrained clustering with order ranking
Shaohong Zhang, Hau−San Wong · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 2008
In this paper we propose a new partial closure-based constrained clustering algorithm. We introduce closures into the partial constrained clustering and we propose a new measurement to order the importance of the constrained closures. Experiments on public datasets demonstrate the advantages of our algorithm over the standard Kmeans and two state-of-the-art constrained clustering algorithms.