A Generalized Moreau Enhancement of $\ell_{2,1}$ -norm and Its Application to Group Sparse Classification

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Yang Chen ◽  
Masao Yamagishi ◽  
Isao Yamada
Keyword(s):  
Sparse Classification

Significant Anatomy Detection Through Sparse Classification: A Comparative Study

2018 ◽  
Vol 37 (1) ◽  
pp. 128-137 ◽  
Author(s):  
Li Zhang ◽  
Dana Cobzas ◽  
Alan H. Wilman ◽  
Linglong Kong
Keyword(s):  
Comparative Study ◽  
Sparse Classification

scholarly journals Deriving accurate molecular indicators of protein synthesis through Raman-based sparse classification

The Analyst ◽  
2021 ◽  
Author(s):  
Nicolas Pavillon ◽  
Nicholas I Smith
Keyword(s):  
Machine Learning ◽  
Raman Spectroscopy ◽  
Protein Synthesis ◽  
Biological Samples ◽  
Molecular Information ◽  
Molecular Indicators ◽  
Sparse Classification

Raman spectroscopy has the ability to retrieve molecular information from live biological samples non-invasively through optical means. Coupled with machine learning, it is possible to use this large amount of...

scholarly journals Data-Driven Methods in Fluid Dynamics: Sparse Classification from Experimental Data

2016 ◽  
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Author(s):  
Zhe Bai ◽  
Steven L. Brunton ◽  
Bingni W. Brunton ◽  
J. Nathan Kutz ◽  
Eurika Kaiser ◽  
...  
Keyword(s):  
Fluid Dynamics ◽  
Experimental Data ◽  
Data Driven ◽  
Sparse Classification

A novel algorithm for sparse classification.

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Vol 127 (3) ◽  
pp. 2040-2040
Author(s):  
Sujeeth Bharadwaj ◽  
Mark Hasegawa‐Johnson
Keyword(s):  
Sparse Classification ◽  
Novel Algorithm

Collaborative sparse classification for aero-engine’s gear hub crack diagnosis

2020 ◽  
Vol 141 ◽  
pp. 106426 ◽  
Author(s):  
Han Zhang ◽  
Xuefeng Chen ◽  
Wei Chen ◽  
Zhixian Shen
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Sparse Classification

Fast group sparse classification

2009 ◽  
Vol 34 (4) ◽  
pp. 136-144 ◽  
Author(s):  
Angshul Majumdar ◽  
Rabab Ward
Keyword(s):  
Sparse Classification ◽  
Fast Group

scholarly journals Using sparse classification outputs as feature observations for noise-robust ASR

2012 ◽  
Author(s):  
Yang Sun ◽  
Bert Cranen ◽  
Jort F. Gemmeke ◽  
Lou Boves ◽  
Louis ten Bosch ◽  
...  
Keyword(s):  
Noise Robust ◽  
Sparse Classification
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