1.2k citations · 3.7k across the 21 of their papers we have counts for
Showing 2013Show all
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cs.CV2013★ 207 cited
Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding Methods
M. Emre Celebi, Quan Wen, Sae Hwang +2
Dermoscopy is one of the major imaging modalities used in the diagnosis of melanoma and other pigmented skin lesions. Due to the difficulty and subjectivity of human interpretation…
cs.LG2013★ 51 cited
Deterministic Initialization of the K-Means Algorithm Using Hierarchical Clustering
M. Emre Celebi, Hassan A. Kingravi
K-means is undoubtedly the most widely used partitional clustering algorithm. Unfortunately, due to its gradient descent nature, this algorithm is highly sensitive to the initial p…