Ensemble of clustering algorithms for large datasets
Игорь Алексеевич Пестунов, Vladimir Berikov, Elizabeth A. Kulikova, Sergey A. Rylov · Optoelectronics Instrumentation and Data Processing · 2011
The ensemble clustering algorithm ECCA (Ensemble of Combined Clustering Algorithms) for processing large datasets is proposed and theoretically substantiated. Results of an experimental study of the algorithm on simulated and real data proving its effectiveness are presented