Optimal Number of Electrode Selection for EEG Based Emotion Recognition using Linear Formulation of Differential Entropy

Vaishali M. Joshi; Rajesh B.Ghongade

doi:10.13005/bpj/1928

Optimal Number of Electrode Selection for EEG Based Emotion Recognition using Linear Formulation of Differential Entropy

Biomedical & Pharmacology Journal ◽

10.13005/bpj/1928 ◽

2020 ◽

Vol 13 (02) ◽

pp. 645-653

Author(s):

Vaishali M. Joshi ◽

Rajesh B.Ghongade

Keyword(s):

Emotion Recognition ◽

Optimal Number ◽

Linear Formulation ◽

Differential Entropy ◽

Selection For ◽

Electrode Selection

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Random forest-based feature selection for emotion recognition

2015 International Conference on Image Processing Theory, Tools and Applications (IPTA) ◽

10.1109/ipta.2015.7367144 ◽

2015 ◽

Cited By ~ 2

Author(s):

Sonia Gharsalli ◽

Bruno Emile ◽

Helene Laurent ◽

Xavier Desquesnes ◽

Damien Vivet

Keyword(s):

Feature Selection ◽

Random Forest ◽

Emotion Recognition ◽

Selection For

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A Novel Method for Identifying Optimal Number of Clusters with Marginal Differential Entropy

Web-Age Information Management - Lecture Notes in Computer Science ◽

10.1007/978-3-642-39527-7_36 ◽

2013 ◽

pp. 371-382 ◽

Cited By ~ 1

Author(s):

Bo Shu ◽

Wei Chen ◽

Zhendong Niu ◽

Changmin Zhang ◽

Xiaotian Jiang

Keyword(s):

Optimal Number ◽

Differential Entropy ◽

Number Of Clusters ◽

Novel Method ◽

Optimal Number Of Clusters

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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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EEG Feature Selection for Emotion Recognition Based on Cross-subject Recursive Feature Elimination

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9188573 ◽

2020 ◽

Author(s):

Wei Zhang ◽

Zhong Yin

Keyword(s):

Feature Selection ◽

Emotion Recognition ◽

Recursive Feature Elimination ◽

Selection For

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Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis

Independent Component Analysis and Blind Signal Separation - Lecture Notes in Computer Science ◽

10.1007/978-3-540-30110-3_128 ◽

2004 ◽

pp. 1017-1024 ◽

Cited By ~ 8

Author(s):

Frédéric Vrins ◽

Christian Jutten ◽

Michel Verleysen

Keyword(s):

Independent Component Analysis ◽

Sensor Array ◽

Component Analysis ◽

Independent Component ◽

Fetal Electrocardiogram ◽

Non Invasive ◽

Selection For ◽

Electrode Selection

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Sparsity constrained differential evolution enabled feature-channel-sample hybrid selection for daily-life EEG emotion recognition

Multimedia Tools and Applications ◽

10.1007/s11042-018-5618-0 ◽

2018 ◽

Vol 77 (17) ◽

pp. 21967-21994 ◽

Cited By ~ 3

Author(s):

Yixiang Dai ◽

Xue Wang ◽

Pengbo Zhang ◽

Weihang Zhang ◽

Junfeng Chen

Keyword(s):

Differential Evolution ◽

Emotion Recognition ◽

Daily Life ◽

Hybrid Selection ◽

Selection For

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On the optimal number estimation of selected features using joint histogram based mutual information for speech emotion recognition

Journal of King Saud University - Computer and Information Sciences ◽

10.1016/j.jksuci.2019.07.008 ◽

2019 ◽

Cited By ~ 1

Author(s):

Abdenour Hacine-Gharbi ◽

Philippe Ravier

Keyword(s):

Mutual Information ◽

Emotion Recognition ◽

Optimal Number ◽

Speech Emotion Recognition ◽

Joint Histogram

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Speaker independent feature selection for speech emotion recognition: A multi-task approach

Multimedia Tools and Applications ◽

10.1007/s11042-020-10119-w ◽

2020 ◽

Author(s):

Elham Kalhor ◽

Behzad Bakhtiari

Keyword(s):

Feature Selection ◽

Emotion Recognition ◽

Speech Emotion Recognition ◽

Speaker Independent ◽

Selection For

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Feature selection for facial emotion recognition using late hill-climbing based memetic algorithm

Multimedia Tools and Applications ◽

10.1007/s11042-019-07811-x ◽

2019 ◽

Vol 78 (18) ◽

pp. 25753-25779 ◽

Cited By ~ 14

Author(s):

Manosij Ghosh ◽

Tuhin Kundu ◽

Dipayan Ghosh ◽

Ram Sarkar

Keyword(s):

Feature Selection ◽

Emotion Recognition ◽

Memetic Algorithm ◽

Facial Emotion Recognition ◽

Hill Climbing ◽

Facial Emotion ◽

Selection For

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Dynamic facial landmarking selection for emotion recognition using Gaussian processes

Journal on Multimodal User Interfaces ◽

10.1007/s12193-017-0256-9 ◽

2017 ◽

Vol 11 (4) ◽

pp. 327-340 ◽

Cited By ~ 3

Author(s):

Hernán F. García ◽

Mauricio A. Álvarez ◽

Álvaro A. Orozco

Keyword(s):

Emotion Recognition ◽

Gaussian Processes ◽

Selection For

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