6 citations · 6 across the 1 of their papers we have counts for
3 papers
cs.CV2018
Clustering via Boundary Erosion
Cheng-Hao Deng, Wan-Lei Zhao
Clustering analysis identifies samples as groups based on either their mutual closeness or homogeneity. In order to detect clusters in arbitrary shapes, a novel and generic solutio…
cs.LG2017
Fast k-means based on KNN Graph
Cheng-Hao Deng, Wan-Lei Zhao
In the era of big data, k-means clustering has been widely adopted as a basic processing tool in various contexts. However, its computational cost could be prohibitively high as th…
cs.CV2017★ 6 cited
Scalable Nearest Neighbor Search based on kNN Graph
Wan-Lei Zhao, Jie Yang, Cheng-Hao Deng
Nearest neighbor search is known as a challenging issue that has been studied for several decades. Recently, this issue becomes more and more imminent in viewing that the big data…