7 citations · 37 across the 10 of their papers we have counts for
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cs.LG2015★ 4 cited
An Effective Semi-supervised Divisive Clustering Algorithm
Teng Qiu, Yongjie Li
Nowadays, data are generated massively and rapidly from scientific fields as bioinformatics, neuroscience and astronomy to business and engineering fields. Cluster analysis, as one…
cs.LG2015★ 6 cited
Clustering based on the In-tree Graph Structure and Affinity Propagation
Teng Qiu, Yongjie Li
A recently proposed clustering method, called the Nearest Descent (ND), can organize the whole dataset into a sparsely connected graph, called the In-tree. This ND-based Intree str…
cs.LG2014★ 3 cited
Nearest Descent, In-Tree, and Clustering
Teng Qiu, Kaifu Yang, Chaoyi Li +1
In this paper, we propose a physically inspired graph-theoretical clustering method, which first makes the data points organized into an attractive graph, called In-Tree, via a phy…