A possibilistic Fuzzy c-means algorithm based on improved Cuckoo search for data clustering

In this study, we propose a hybrid method encompassing PFCM and improved Cuckoo search to form the proposed PFCM-ICS. The proposed method has been evaluated on 4 data sets issued from the UCI Machine Learning Repository and compared with recent clustering algorithms such as FCM, PFCM, PFCM based on particle swarm optimization (PSO), PFCM based on CS.
Nội dung trích xuất từ tài liệu:
A possibilistic Fuzzy c-means algorithm based on improved Cuckoo search for data clustering