Markov blanket feature selection with non-faithful data distributions

Kui Yu; Xindong Wu; Zan Zhang; Yang Mu; Hao Wang; Wei Ding

doi:10.1109/ICDM.2013.154

Markov blanket feature selection with non-faithful data distributions

Kui Yu
, Xindong Wu
, Zan Zhang
, Yang Mu
, Hao Wang
, Wei Ding

Computer Science

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Article number	6729570
Pages (from-to)	857-866
Number of pages	10
Journal	Proceedings - IEEE International Conference on Data Mining, ICDM
DOIs	https://doi.org/10.1109/ICDM.2013.154
State	Published - 2013
Event	13th IEEE International Conference on Data Mining, ICDM 2013 - Dallas, TX, United States Duration: Dec 7 2013 → Dec 10 2013

ASJC Scopus Subject Areas

General Engineering

Keywords

Faithful Bayesian networks
Feature selection
Markov blankets
Representative sets
Sparse group lasso

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10.1109/ICDM.2013.154

Cite this

@article{e5387f58cb97422baa2d0d89c0d78bf9,

title = "Markov blanket feature selection with non-faithful data distributions",

keywords = "Faithful Bayesian networks, Feature selection, Markov blankets, Representative sets, Sparse group lasso",

author = "Kui Yu and Xindong Wu and Zan Zhang and Yang Mu and Hao Wang and Wei Ding",

year = "2013",

doi = "10.1109/ICDM.2013.154",

language = "English",

pages = "857--866",

journal = "Proceedings - IEEE International Conference on Data Mining, ICDM",

issn = "1550-4786",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

note = "13th IEEE International Conference on Data Mining, ICDM 2013 ; Conference date: 07-12-2013 Through 10-12-2013",

}

TY - JOUR

T1 - Markov blanket feature selection with non-faithful data distributions

AU - Yu, Kui

AU - Wu, Xindong

AU - Zhang, Zan

AU - Mu, Yang

AU - Wang, Hao

AU - Ding, Wei

PY - 2013

Y1 - 2013

KW - Faithful Bayesian networks

KW - Feature selection

KW - Markov blankets

KW - Representative sets

KW - Sparse group lasso

UR - https://www.scopus.com/pages/publications/84894647790

UR - https://www.scopus.com/pages/publications/84894647790#tab=citedBy

U2 - 10.1109/ICDM.2013.154

DO - 10.1109/ICDM.2013.154

M3 - Conference article

AN - SCOPUS:84894647790

SN - 1550-4786

SP - 857

EP - 866

JO - Proceedings - IEEE International Conference on Data Mining, ICDM

JF - Proceedings - IEEE International Conference on Data Mining, ICDM

M1 - 6729570

T2 - 13th IEEE International Conference on Data Mining, ICDM 2013

Y2 - 7 December 2013 through 10 December 2013

ER -

Markov blanket feature selection with non-faithful data distributions

ASJC Scopus Subject Areas

Keywords

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