Towards Scalable and Accurate Online Feature Selection for Big Data

Kui Yu; Xindong Wu; Wei Ding; Jian Pei

doi:10.1109/ICDM.2014.63

Towards Scalable and Accurate Online Feature Selection for Big Data

Kui Yu
, Xindong Wu
, Wei Ding
, Jian Pei

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014
Editors	Ravi Kumar, Hannu Toivonen, Jian Pei, Joshua Zhexue Huang, Xindong Wu
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	660-669
Number of pages	10
Edition	January
ISBN (Electronic)	9781479943029
DOIs	https://doi.org/10.1109/ICDM.2014.63
State	Published - Jan 1 2014
Event	14th IEEE International Conference on Data Mining, ICDM 2014 - Shenzhen, China Duration: Dec 14 2014 → Dec 17 2014

Publication series

Name	Proceedings - IEEE International Conference on Data Mining, ICDM
Number	January
Volume	2015-January
ISSN (Print)	1550-4786

Conference

Conference	14th IEEE International Conference on Data Mining, ICDM 2014
Country/Territory	China
City	Shenzhen
Period	12/14/14 → 12/17/14

ASJC Scopus Subject Areas

General Engineering

Keywords

Extremely high dimensionality
Feature redundancy
Online feature selection

Access to Document

10.1109/ICDM.2014.63

Cite this

Yu, K., Wu, X., Ding, W., & Pei, J. (2014). Towards Scalable and Accurate Online Feature Selection for Big Data. In R. Kumar, H. Toivonen, J. Pei, J. Zhexue Huang, & X. Wu (Eds.), Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014 (January ed., pp. 660-669). Article 7023383 (Proceedings - IEEE International Conference on Data Mining, ICDM; Vol. 2015-January, No. January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDM.2014.63

Towards Scalable and Accurate Online Feature Selection for Big Data. / Yu, Kui; Wu, Xindong; Ding, Wei et al.
Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014. ed. / Ravi Kumar; Hannu Toivonen; Jian Pei; Joshua Zhexue Huang; Xindong Wu. January. ed. Institute of Electrical and Electronics Engineers Inc., 2014. p. 660-669 7023383 (Proceedings - IEEE International Conference on Data Mining, ICDM; Vol. 2015-January, No. January).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yu, K, Wu, X, Ding, W & Pei, J 2014, Towards Scalable and Accurate Online Feature Selection for Big Data. in R Kumar, H Toivonen, J Pei, J Zhexue Huang & X Wu (eds), Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014. January edn, 7023383, Proceedings - IEEE International Conference on Data Mining, ICDM, no. January, vol. 2015-January, Institute of Electrical and Electronics Engineers Inc., pp. 660-669, 14th IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, 12/14/14. https://doi.org/10.1109/ICDM.2014.63

Yu K, Wu X, Ding W, Pei J. Towards Scalable and Accurate Online Feature Selection for Big Data. In Kumar R, Toivonen H, Pei J, Zhexue Huang J, Wu X, editors, Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014. January ed. Institute of Electrical and Electronics Engineers Inc. 2014. p. 660-669. 7023383. (Proceedings - IEEE International Conference on Data Mining, ICDM; January). doi: 10.1109/ICDM.2014.63

Yu, Kui ; Wu, Xindong ; Ding, Wei et al. / Towards Scalable and Accurate Online Feature Selection for Big Data. Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014. editor / Ravi Kumar ; Hannu Toivonen ; Jian Pei ; Joshua Zhexue Huang ; Xindong Wu. January. ed. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 660-669 (Proceedings - IEEE International Conference on Data Mining, ICDM; January).

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Towards Scalable and Accurate Online Feature Selection for Big Data

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ASJC Scopus Subject Areas

Keywords

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