Immunodomaince based Clonal Selection Clustering Algorithm

► An Immunodomaince based Clonal Selection Clustering Algorithm (ICSCA) is proposed. ► An antibody immunodominance operator is introduced to the framework of CSA. ► One iteration of FCM is used to improve the diversity of antibody population. ► An adaptive updating mechanism is designed to quicken the convergence. ► ICSCA outperforms FCM, GAFCM and CSAFCM in term of clustering accuracy.