Online feature selection for mining big data

Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining Algorithms, Systems, Programming Models and Applications - BigMine '12 ◽

10.1145/2351316.2351329 ◽

2012 ◽

Author(s):

Steven C. H. Hoi ◽

Jialei Wang ◽

Peilin Zhao ◽

Rong Jin

Keyword(s):

Feature Selection ◽

Big Data ◽

Online Feature Selection ◽

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Towards Scalable and Accurate Online Feature Selection for Big Data

2014 IEEE International Conference on Data Mining ◽

10.1109/icdm.2014.63 ◽

2014 ◽

Author(s):

Kui Yu ◽

Xindong Wu ◽

Wei Ding ◽

Jian Pei

Keyword(s):

Feature Selection ◽

Big Data ◽

Online Feature Selection ◽

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Scalable and Accurate Online Feature Selection for Big Data

ACM Transactions on Knowledge Discovery from Data ◽

10.1145/2976744 ◽

2016 ◽

Vol 11 (2) ◽

pp. 1-39 ◽

Author(s):

Kui Yu ◽

Xindong Wu ◽

Wei Ding ◽

Jian Pei

Keyword(s):

Feature Selection ◽

Big Data ◽

Online Feature Selection ◽

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Online feature selection for pixel classification

Proceedings of the 22nd international conference on Machine learning - ICML '05 ◽

10.1145/1102351.1102383 ◽

2005 ◽

Author(s):

Karen Glocer ◽

Damian Eads ◽

James Theiler

Keyword(s):

Feature Selection ◽

Pixel Classification ◽

Online Feature Selection ◽

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Online Feature Selection for Multi-Source Streaming Features

Information Sciences ◽

10.1016/j.ins.2022.01.008 ◽

2022 ◽

Author(s):

Dianlong You ◽

Miaomiao Sun ◽

Shunpan Liang ◽

Ruiqi Li ◽

Yang Wang ◽

...

Keyword(s):

Feature Selection ◽

Online Feature Selection ◽

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Reducing Data Complexity in Feature Extraction and Feature Selection for Big Data Security Analytics

2018 1st International Conference on Data Intelligence and Security (ICDIS) ◽

10.1109/icdis.2018.00014 ◽

2018 ◽

Author(s):

Dimitrios Sisiaridis ◽

Olivier Markowitch

Keyword(s):

Feature Extraction ◽

Feature Selection ◽

Big Data ◽

Data Security ◽

Data Complexity ◽

Selection For ◽

Security Analytics

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Online Feature Selection for Streaming Features with High Redundancy Using Sliding-Window Sampling

2018 IEEE International Conference on Big Knowledge (ICBK) ◽

10.1109/icbk.2018.00035 ◽

2018 ◽

Author(s):

Dianlong You ◽

Xindong Wu ◽

Limin Shen ◽

Zhen Chen ◽

Chuan Ma ◽

...

Keyword(s):

Feature Selection ◽

Sliding Window ◽

Online Feature Selection ◽

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An evaluation of big data analytics in feature selection for long-lead extreme floods forecasting

2016 IEEE 13th International Conference on Networking, Sensing, and Control (ICNSC) ◽

10.1109/icnsc.2016.7479007 ◽

2016 ◽

Author(s):

Yong Zhuang ◽

Kui Yu ◽

Dawei Wang ◽

Wei Ding

Keyword(s):

Feature Selection ◽

Big Data ◽

Data Analytics ◽

Big Data Analytics ◽

Extreme Floods ◽

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Swarm intelligent based online feature selection (OFS) and weighted entropy frequent pattern mining (WEFPM) algorithm for big data analysis

Cluster Computing ◽

10.1007/s10586-017-1489-9 ◽

2017 ◽

Vol 22 (S5) ◽

pp. 11791-11803

Author(s):

S. Gayathri Devi ◽

M. Sabrigiriraj

Keyword(s):

Feature Selection ◽

Big Data ◽

Data Analysis ◽

Pattern Mining ◽

Frequent Pattern Mining ◽

Big Data Analysis ◽

Frequent Pattern ◽

Online Feature Selection ◽

Weighted Entropy

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Online Feature Selection for Classifying Emphysema in HRCT Images

International Journal of Computational Intelligence Systems ◽

10.2991/jnmp.2008.1.2.3 ◽

2008 ◽

Vol 1 (2) ◽

pp. 127

Author(s):

M. Prasad

Keyword(s):

Feature Selection ◽

Online Feature Selection ◽

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Large-Scale Online Feature Selection for Ultra-High Dimensional Sparse Data

ACM Transactions on Knowledge Discovery from Data ◽

10.1145/3070646 ◽

2017 ◽

Vol 11 (4) ◽

pp. 1-22 ◽

Author(s):

Yue Wu ◽

Steven C. H. Hoi ◽

Tao Mei ◽

Nenghai Yu

Keyword(s):

Feature Selection ◽

Large Scale ◽

Sparse Data ◽

High Dimensional ◽

Online Feature Selection ◽

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