In particular, the proposed method improves the clustering accuracy by at least 6.1% and the runtime by at least 14 times compared with competitors on the ORL dataset. The code of our proposed JSSC is available at https://github.com/zhudafa/JSSC .Yanjiao Zhu...
核稀疏子空间聚类方法(Kernel Sparse Subspace Clustering, KSSC) 引言 核稀疏子空间聚类(KSSC)是稀疏子空间聚类(SSC)的一种扩展,旨在处理非线性可分的数据。 通过引入核技巧,KSSC 能够在高维特征空间中找到数据点的稀疏表示,即使在原始特征空间中数据点可能处于不同的低维子空间中。 这种方法特别适合于处理具有复杂...
Learning algorithms Machine Learning Optimization Statistical Learning Data availability Data is openly available in a public repository. Notes In our experiments, we setϵ=1×10−6. We provide the Matlab code of CS4 onhttps://github.com/weilyshmtu/cost-sensitive-sparse-subset-selection. The Mat...
8 a First derivatives of the 538 DRCs; b estimated cluster curve means and c curve clusters for the SaS-Funclust method in the ICOSAF project dataset online at https://github.com/unina-sfere/funclustRSW/. In this example, we focus on the first derivative of the DRCs, estimated by ...
https://github.com/zengsn/researches. Accessed 30 Nov 2016 Tang D, Zhu N, Yu F, Chen W, Tang T (2014) A novel sparse representation method based on virtual samples for face recognition. Neural Comput Appl 24(3–4):513–519 Article Google Scholar Tao J, Hu W, Wen S (2016) ...
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In this study, we proposed a novel single-cell clustering framework based on similarity learning, called SSRE. SSRE models the relationships between cells based on subspace assumption, and generates a sparse representation of the cell-to-cell similarity. The sparse representation retains the most ...
most cases compared to several state-of-the-art single-cell clustering methods.In addition,SSRE can be extended to visualization of scRNA-seq data and identification of differentially expressed genes.The matlab and python implementations of SSRE are available at https://github.com/CSUBioGroup/SSR...
Edit AddRemove Datasets Edit Extended Yale BHopkins155 Results from the Paper Edit Ranked #4 onMotion Segmentation on Hopkins155 Get a GitHub badge TaskDatasetModelMetric NameMetric ValueGlobal RankResultBenchmark Image ClusteringExtended Yale-BSSCAccuracy0.706# 7 ...
Code Edit No code implementations yet. Submit your code now Tasks Edit Anomaly Detection Clustering Datasets Edit Add Datasets introduced or used in this paper Results from the Paper Edit Submit results from this paper to get state-of-the-art GitHub badges and help the community compare ...