3 papers
cs.LG2021
A self-adaptive and robust fission clustering algorithm via heat diffusion and maximal turning angle
Yu Han, Shizhan Lu, Haiyan Xu
Cluster analysis, which focuses on the grouping and categorization of similar elements, is widely used in various fields of research. A novel and fast clustering algorithm, fission…
cs.LG2019
Self-adaption grey DBSCAN clustering
Shizhan Lu
Clustering analysis, a classical issue in data mining, is widely used in various research areas. This article aims at proposing a self-adaption grey DBSCAN clustering (SAG-DBSCAN)…
cs.LG2019
Clustering by the way of atomic fission
Shizhan Lu
Cluster analysis which focuses on the grouping and categorization of similar elements is widely used in various fields of research. Inspired by the phenomenon of atomic fission, a…