kamkar-stabilizingi1norm-2016.pdf (1.12 MB)

Stabilizing l1-norm prediction models by supervised feature grouping

journal contribution

posted on 2016-02-01, 00:00 authored by Iman Kamkar, Sunil GuptaSunil Gupta, Quoc-Dinh Phung, Svetha VenkateshSvetha Venkatesh

Stabilizing l1-norm prediction models by supervised feature grouping

History

Journal

Journal of Biomedical Informatics

Volume

59

Pagination

149 - 168

Publisher

ACADEMIC PRESS INC ELSEVIER SCIENCE

Location

United States

Publisher DOI

https://doi.org/10.1016/j.jbi.2015.11.012

Link to full text

https://doi.org/10.1016/j.jbi.2015.11.012

ISSN

1532-0464

eISSN

1532-0480

Language

English

Author URL

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000384703900011&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a045e4b2bb1f2b747c68c720ec8913b7

Publication classification

C Journal article; C1 Refereed article in a scholarly journal

Copyright notice

2016, Elsevier

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Keywords

Science & Technology Technology Life Sciences & Biomedicine Computer Science, Interdisciplinary Applications Medical Informatics Computer Science Supervised feature grouping Feature selection Stability Lasso ACUTE MYOCARDIAL-INFARCTION SAMPLE-SIZE SELECTION CLASSIFICATION CANCER READMISSION IDENTIFICATION REGRESSION ALGORITHM

Licence

All Rights Reserved

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