Streaming Feature Selection for Multilabel Learning Based on Fuzzy Mutual Information

Yaojin Lin; Qinghua Hu; Jinghua Liu; Jinjin Li; Xindong Wu

doi:10.1109/tfuzz.2017.2735947

Streaming Feature Selection for Multilabel Learning Based on Fuzzy Mutual Information

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2017.2735947 ◽

2017 ◽

Vol 25 (6) ◽

pp. 1491-1507 ◽

Cited By ~ 37

Author(s):

Yaojin Lin ◽

Qinghua Hu ◽

Jinghua Liu ◽

Jinjin Li ◽

Xindong Wu

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Multilabel Learning ◽

Selection For

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Mutual-Information-based Feature Selection for Facial Emotion Recognition on Light-Weight Devices

2019 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci44817.2019.9003050 ◽

2019 ◽

Author(s):

Yingjun Dong ◽

Hiroki Sayama

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Emotion Recognition ◽

Facial Emotion Recognition ◽

Facial Emotion ◽

Light Weight ◽

Selection For

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Feature selection for orthogonal broad learning system based on mutual information

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8852226 ◽

2019 ◽

Cited By ~ 1

Author(s):

Zhicheng Liu ◽

Bao Chen ◽

Bingxue Xie ◽

Huangping Qiang ◽

Ziqi Zhu

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Learning System ◽

Selection For

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Feature Selection for Text Classification Using Mutual Information

2019 International Artificial Intelligence and Data Processing Symposium (IDAP) ◽

10.1109/idap.2019.8875927 ◽

2019 ◽

Author(s):

Ilhami Sel ◽

Ali Karci ◽

Davut Hanbay

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Text Classification ◽

Selection For

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Mutual information based feature selection for multivariate time series forecasting

2016 35th Chinese Control Conference (CCC) ◽

10.1109/chicc.2016.7554480 ◽

2016 ◽

Cited By ~ 3

Author(s):

Tianhong Liu ◽

Haikun Wei ◽

Kanjian Zhang ◽

Weili Guo

Keyword(s):

Time Series ◽

Feature Selection ◽

Mutual Information ◽

Multivariate Time Series ◽

Time Series Forecasting ◽

Selection For

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Normalized mutual information feature selection for electroencephalogram data based on grassberger entropy estimator

2017 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm.2017.8217730 ◽

2017 ◽

Author(s):

Xiaowei Zhang ◽

Yuan Yao ◽

Manman Wang ◽

Jian Shen ◽

Lei Feng ◽

...

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Normalized Mutual Information ◽

Entropy Estimator ◽

Selection For

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Supervised mutual-information based feature selection for motor unit action potential classification

Medical & Biological Engineering & Computing ◽

10.1007/bf02510975 ◽

1997 ◽

Vol 35 (6) ◽

pp. 661-670 ◽

Cited By ~ 6

Author(s):

N. Sheikholeslami ◽

D. Stashuk

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Action Potential ◽

Motor Unit ◽

Motor Unit Action Potential ◽

Motor Unit Action ◽

Selection For ◽

Unit Action

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Feature selection for facial expression recognition based on mutual information

Exhibition ◽

10.1109/ieeegcc.2009.5734265 ◽

2009 ◽

Cited By ~ 3

Author(s):

Seyed Mehdi Lajevardi ◽

Zahir M. Hussain

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Facial Expression ◽

Facial Expression Recognition ◽

Expression Recognition ◽

Selection For

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Mutual information based input feature selection for classification problems

Decision Support Systems ◽

10.1016/j.dss.2012.08.014 ◽

2012 ◽

Vol 54 (1) ◽

pp. 691-698 ◽

Cited By ~ 30

Author(s):

Shuang Cang ◽

Hongnian Yu

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Classification Problems ◽

Input Feature ◽

Selection For

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Feature selection for airborne LiDAR data filtering: a mutual information method with Parzon window optimization

GIScience & Remote Sensing ◽

10.1080/15481603.2019.1695406 ◽

2019 ◽

Vol 57 (3) ◽

pp. 323-337 ◽

Cited By ~ 1

Author(s):

Zhan Cai ◽

Hongchao Ma ◽

Liang Zhang

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Airborne Lidar ◽

Lidar Data ◽

Data Filtering ◽

Information Method ◽

Selection For ◽

Airborne Lidar Data

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Modified Mutual Information-based Feature Selection for Intrusion Detection Systems in Decision Tree Learning

Journal of Computers ◽

10.4304/jcp.9.7.1542-1546 ◽

2014 ◽

Vol 9 (7) ◽

Cited By ~ 2

Author(s):

Jingping Song ◽

Zhiliang Zhu ◽

Peter Scully ◽

Chris Price

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Intrusion Detection ◽

Decision Tree ◽

Intrusion Detection Systems ◽

Decision Tree Learning ◽

Detection Systems ◽

Selection For

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