Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype Prediction

Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype Prediction

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Bibliographic Details
Main Authors: Xinyu Tian, Xuefeng Wang, Jun Chen
Format: Article
Language:English
Published: SAGE Publishing 2015-01-01
Series:Cancer Informatics
Online Access:http://www.la-press.com/network-constrained-group-lasso-for-high-dimensional-multinomial-class-article-a4603
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spelling doaj-b300ba2b99db4b7dab9e8bffdcb03c3c2020-11-25T03:21:20ZengSAGE PublishingCancer Informatics1176-93512015-01-012014Suppl. 625334603Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype PredictionXinyu TianXuefeng WangJun Chenhttp://www.la-press.com/network-constrained-group-lasso-for-high-dimensional-multinomial-class-article-a4603
collection DOAJ
language English
format Article
sources DOAJ
author Xinyu Tian
Xuefeng Wang
Jun Chen
spellingShingle Xinyu Tian
Xuefeng Wang
Jun Chen
Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype Prediction
Cancer Informatics
author_facet Xinyu Tian
Xuefeng Wang
Jun Chen
author_sort Xinyu Tian
title Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype Prediction
title_short Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype Prediction
title_full Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype Prediction
title_fullStr Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype Prediction
title_full_unstemmed Network-Constrained Group Lasso for High-Dimensional Multinomial Classification with Application to Cancer Subtype Prediction
title_sort network-constrained group lasso for high-dimensional multinomial classification with application to cancer subtype prediction
publisher SAGE Publishing
series Cancer Informatics
issn 1176-9351
publishDate 2015-01-01
url http://www.la-press.com/network-constrained-group-lasso-for-high-dimensional-multinomial-class-article-a4603
work_keys_str_mv AT xinyutian networkconstrainedgrouplassoforhighdimensionalmultinomialclassificationwithapplicationtocancersubtypeprediction
AT xuefengwang networkconstrainedgrouplassoforhighdimensionalmultinomialclassificationwithapplicationtocancersubtypeprediction
AT junchen networkconstrainedgrouplassoforhighdimensionalmultinomialclassificationwithapplicationtocancersubtypeprediction
_version_ 1724615428979818496

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