A Quasi-Optimal Channel Selection Method for Bioelectric Signal Classification Using a Partial Kullback–Leibler Information Measure

T. Shibanoki; K. Shima; T. Tsuji; A. Otsuka; T. Chin

doi:10.1109/tbme.2012.2205990

A Quasi-Optimal Channel Selection Method for Bioelectric Signal Classification Using a Partial Kullback–Leibler Information Measure

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2012.2205990 ◽

2013 ◽

Vol 60 (3) ◽

pp. 853-861 ◽

Cited By ~ 10

Author(s):

T. Shibanoki ◽

K. Shima ◽

T. Tsuji ◽

A. Otsuka ◽

T. Chin

Keyword(s):

Channel Selection ◽

Selection Method ◽

Information Measure ◽

Signal Classification ◽

Bioelectric Signal ◽

Leibler Information

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A Novel Variable Selection Method Based on a Partial KL Information Measure and Its Application to Channel Selection for Bioelectric Signal Classification

Transactions of the Society of Instrument and Control Engineers ◽

10.9746/sicetr.45.724 ◽

2009 ◽

Vol 45 (12) ◽

pp. 724-730 ◽

Cited By ~ 4

Author(s):

Taro SHIBANOKI ◽

Keisuke SHIMA ◽

Toshio TSUJI ◽

Takeshi TAKAKI ◽

Akira OTSUKA ◽

...

Keyword(s):

Variable Selection ◽

Channel Selection ◽

Selection Method ◽

Information Measure ◽

Signal Classification ◽

Variable Selection Method ◽

Bioelectric Signal ◽

Selection For

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A class selection method based on a partial Kullback-Leibler information measure for biological signal classification

2010 IEEE/SICE International Symposium on System Integration ◽

10.1109/sii.2010.5708345 ◽

2010 ◽

Cited By ~ 2

Author(s):

Taro Shibanoki ◽

Keisuke Shima ◽

Takeshi Takaki ◽

Toshio Tsuji ◽

Akira Otsuka ◽

...

Keyword(s):

Selection Method ◽

Information Measure ◽

Signal Classification ◽

Biological Signal ◽

Leibler Information

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A Novel Channel Selection Method Based on Partial KL Information Measure for EMG-based Motion Classification

IFMBE Proceedings - 13th International Conference on Biomedical Engineering ◽

10.1007/978-3-540-92841-6_170 ◽

2009 ◽

pp. 694-698 ◽

Cited By ~ 2

Author(s):

T. Shibanoki ◽

K. Shima ◽

T. Tsuji ◽

A. Otsuka ◽

T. Chin

Keyword(s):

Channel Selection ◽

Selection Method ◽

Information Measure ◽

Motion Classification

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A Novel Class Selection Method Based on a Partial Kullback-Leibler Information Measure and Its Application to Motion Classification Problem for EMG Signal Discrimination

Transactions of the Society of Instrument and Control Engineers ◽

10.9746/sicetr.48.580 ◽

2012 ◽

Vol 48 (9) ◽

pp. 580-588 ◽

Cited By ~ 1

Author(s):

Taro SHIBANOKI ◽

Keisuke SHIMA ◽

Takeshi TAKAKI ◽

Yuichi KURITA ◽

Akira OTSUKA ◽

...

Keyword(s):

Classification Problem ◽

Selection Method ◽

Information Measure ◽

Motion Classification ◽

Signal Discrimination ◽

Emg Signal ◽

Leibler Information

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Channel Selection Method Based on CNNSE for EEG Emotion Recognition

2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) ◽

10.1109/iske47853.2019.9170317 ◽

2019 ◽

Author(s):

Zhongmin Wang ◽

Hui Song ◽

Shuyuan Hu ◽

Ge Liu

Keyword(s):

Emotion Recognition ◽

Channel Selection ◽

Selection Method

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A Novel Channel Selection Method for BCI Classification using Dynamic Channel Relevance

IEEE Access ◽

10.1109/access.2021.3110882 ◽

2021 ◽

pp. 1-1

Author(s):

Anurag Tiwari ◽

Amrita Chaturvedi

Keyword(s):

Channel Selection ◽

Selection Method ◽

Dynamic Channel

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A Feature Selection Method Using a Fuzzy Mutual Information Measure

Advances in Soft Computing - Innovations in Hybrid Intelligent Systems ◽

10.1007/978-3-540-74972-1_9 ◽

2007 ◽

pp. 56-63 ◽

Cited By ~ 2

Author(s):

Javier Grande ◽

María del Rosario Suárez ◽

José Ramón Villar

Keyword(s):

Feature Selection ◽

Mutual Information ◽

Feature Selection Method ◽

Selection Method ◽

Information Measure

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A Channel Selection Method for Device to Device (D2D) Communication Using the Mobile Edge Computing (MEC) Paradigm

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Wireless Internet ◽

10.1007/978-3-030-06158-6_18 ◽

2019 ◽

pp. 173-182

Author(s):

Chung-Ming Huang ◽

Rung-Shiang Cheng ◽

Hsing-Han Chen

Keyword(s):

Channel Selection ◽

Selection Method ◽

Edge Computing ◽

D2d Communication ◽

Mobile Edge Computing ◽

Device To Device

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Generalized Sequential Forward Selection Method for Channel Selection in EEG Signals for Classification of Left or Right Hand Movement in BCI

2019 9th International Conference on Computer and Knowledge Engineering (ICCKE) ◽

10.1109/iccke48569.2019.8965159 ◽

2019 ◽

Cited By ~ 2

Author(s):

Moein Radman ◽

Ali Chaibakhsh ◽

Nader Nariman-zadeh ◽

Huiguang He

Keyword(s):

Hand Movement ◽

Channel Selection ◽

Selection Method ◽

Forward Selection ◽

Eeg Signals ◽

Right Hand ◽

Sequential Forward Selection

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On-line estimation of dynamic shock-error models based on the Kullback Leibler information measure

IEEE Transactions on Automatic Control ◽

10.1109/9.284909 ◽

1994 ◽

Vol 39 (5) ◽

pp. 1129-1135 ◽

Cited By ~ 15

Author(s):

V. Krishnamurthy

Keyword(s):

Information Measure ◽

Error Models ◽

On Line ◽

Leibler Information

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