Journal ArticleDOI
A K-Means Clustering Algorithm
J. A. Hartigan,M. A. Wong +1 more
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This article is published in Journal of The Royal Statistical Society Series C-applied Statistics.The article was published on 1979-03-01. It has received 10702 citations till now. The article focuses on the topics: Canopy clustering algorithm & Correlation clustering.read more
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Book ChapterDOI
Human Activity Recognition for Domestic Robots
TL;DR: A human activity recognition technique that uses 3D skeleton features produced by a depth camera and incorporates importance weights for skeleton 3D joints according to the activity being performed to ignore the confusing or irrelevant features while relying on informative features.
Text Clustering using Semantics
TL;DR: A new method for generating feature vectors, using the semantic relations between the words in a sentence, which is captured by the Universal Networking Language (UNL), which is a recently proposed semantic representation for sentences.
Journal ArticleDOI
A level-set based approach for anterior teeth segmentation in cone beam computed tomography images.
TL;DR: A level-set method to extract tooth shape from CBCT images of the head by using the thickness of the tooth dentine wall as a constraint to avoid leakage and shrinkage problems in the segmentation process is described.
Journal ArticleDOI
Spatial models for estimating fuel loads in the Black Hills, South Dakota, USA
TL;DR: In this paper, the statistical properties of models developed to describe the spatial variability in forest fuels on the Black Hills National Forest, South Dakota, were described, and cross-validation showed the models to have nominal prediction bias.
Journal ArticleDOI
Molecular signatures of multiple myeloma progression through single cell RNA-Seq
Jin Sung Jang,Ying Li,Amit Kumar Mitra,Lintao Bi,Alexej Abyzov,Andre J. van Wijnen,Linda B. Baughn,Brian G Van Ness,Vincent Rajkumar,Shaji Kumar,Jin Jen +10 more
TL;DR: A 44 genes signature of consistently overexpressed genes among the four groups was associated with poorer overall survival in MM patients and provided a novel signature predictive of patient prognosis and treatment stratification.
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