15 citations · 20 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 1 cited
Rectified Euler k-means and Beyond
Yunxia Lin, Songcan chen
Euler k-means (EulerK) first maps data onto the unit hyper-sphere surface of equi-dimensional space via a complex mapping which induces the robust Euler kernel and next employs the…
cs.LG2020★ 15 cited
Convex Subspace Clustering by Adaptive Block Diagonal Representation
Yunxia Lin, Songcan Chen
Subspace clustering is a class of extensively studied clustering methods where the spectral-type approaches are its important subclass. Its key first step is to desire learning a r…
cs.LG2020★ 4 cited
A Centroid Auto-Fused Hierarchical Fuzzy c-Means Clustering
Yunxia Lin, Songcan Chen
Like k-means and Gaussian Mixture Model (GMM), fuzzy c-means (FCM) with soft partition has also become a popular clustering algorithm and still is extensively studied. However, the…