A New Epileptic Seizure Detection Method Based on Degree Centrality and Linear Features

Advances in Neural Networks - ISNN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59081-3_51 ◽

2017 ◽

pp. 439-446

Author(s):

Haihong Liu ◽

Qingfang Meng ◽

Yingda Wei ◽

Qiang Zhang ◽

Mingmin Liu ◽

...

Keyword(s):

Epileptic Seizure ◽

Detection Method ◽

Seizure Detection ◽

Degree Centrality ◽

Linear Features ◽

Epileptic Seizure Detection

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On the Fusion of Non-linear features for Epileptic Seizure Detection

International Conference on Signal Processing (ICSP 2016) ◽

10.1049/cp.2016.1463 ◽

2016 ◽

Author(s):

S. Pratiher ◽

P. Bhattacharya

Keyword(s):

Epileptic Seizure ◽

Seizure Detection ◽

Linear Features ◽

Epileptic Seizure Detection ◽

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A New Epileptic Seizure Detection Method Based on Fusion Feature of Weighted Complex Network

Advances in Neural Networks – ISNN 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-92537-0_94 ◽

2018 ◽

pp. 834-841

Author(s):

Hanyong Zhang ◽

Qingfang Meng ◽

Mingmin Liu ◽

Yang Li

Keyword(s):

Complex Network ◽

Epileptic Seizure ◽

Detection Method ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Weighted Complex Network ◽

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Automated Epileptic Seizure Detection Method Based on the Multi-attribute EEG Feature Pool and mRMR Feature Selection Method

Lecture Notes in Computer Science - Computational Science – ICCS 2019 ◽

10.1007/978-3-030-22744-9_4 ◽

2019 ◽

pp. 45-59

Author(s):

Bo Miao ◽

Junling Guan ◽

Liangliang Zhang ◽

Qingfang Meng ◽

Yulin Zhang

Keyword(s):

Feature Selection ◽

Epileptic Seizure ◽

Detection Method ◽

Feature Selection Method ◽

Seizure Detection ◽

Selection Method ◽

Epileptic Seizure Detection

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A Novel Feature Extraction Method for Epileptic Seizure Detection Based on the Degree Centrality of Complex Network and SVM

Intelligent Computing Theories and Application - Lecture Notes in Computer Science ◽

10.1007/978-3-319-42294-7_14 ◽

2016 ◽

pp. 170-180

Author(s):

Haihong Liu ◽

Qingfang Meng ◽

Qiang Zhang ◽

Zaiguo Zhang ◽

Dong Wang

Keyword(s):

Feature Extraction ◽

Complex Network ◽

Epileptic Seizure ◽

Extraction Method ◽

Seizure Detection ◽

Degree Centrality ◽

Epileptic Seizure Detection ◽

Feature Extraction Method

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Two-stage Hardware-Friendly Epileptic Seizure Detection Method with a Dynamic Feature Selection

10.1109/embc46164.2021.9630486 ◽

2021 ◽

Author(s):

Keyvan Farhang Razi ◽

Alexandre Schmid

Keyword(s):

Feature Selection ◽

Epileptic Seizure ◽

Detection Method ◽

Seizure Detection ◽

Dynamic Feature ◽

Two Stage ◽

Epileptic Seizure Detection

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Performance Evaluation of Machine Learning Classifiers for Epileptic Seizure Detection

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i8.122129 ◽

2019 ◽

Vol 7 (8) ◽

pp. 122-129

Author(s):

Mirwais Farahi ◽

Doreswamy .

Keyword(s):

Machine Learning ◽

Performance Evaluation ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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Epileptic Seizure Detection in EEG via Fusion of Multi-View Attention-Gated U-Net Deep Neural Networks

2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) ◽

10.1109/spmb50085.2020.9353630 ◽

2020 ◽

Author(s):

C. Chatzichristos ◽

J. Dan ◽

A. Mundanad Narayanan ◽

N. Seeuws ◽

K. Vandecasteele ◽

...

Keyword(s):

Neural Networks ◽

Epileptic Seizure ◽

Deep Neural Networks ◽

Seizure Detection ◽

Epileptic Seizure Detection

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Temporal Analysis for Epileptic Seizure Detection by Using Data Mining Approach

2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

10.1109/hpcc-smartcity-dss50907.2020.00175 ◽

2020 ◽

Author(s):

Francesca Pafferi ◽

Gaetano Zazzaro ◽

Angelo Martone ◽

Paolo Bifulco ◽

Luigi Pavone

Keyword(s):

Data Mining ◽

Epileptic Seizure ◽

Temporal Analysis ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Data Mining Approach ◽

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Development of a Wearable 3-Risk Factor Accumulated Epileptic Seizure Detection System with IoT Based Warning Alarm

2020 IEEE 5th International Conference on Computing Communication and Automation (ICCCA) ◽

10.1109/iccca49541.2020.9250757 ◽

2020 ◽

Author(s):

Shams Nafisa Ali ◽

Md. Jahin Alam

Keyword(s):

Risk Factor ◽

Epileptic Seizure ◽

Detection System ◽

Seizure Detection ◽

Epileptic Seizure Detection

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A review of epileptic seizure detection using machine learning classifiers

Brain Informatics ◽

10.1186/s40708-020-00105-1 ◽

2020 ◽

Vol 7 (1) ◽

Author(s):

Mohammad Khubeb Siddiqui ◽

Ruben Morales-Menendez ◽

Xiaodi Huang ◽

Nasir Hussain

Keyword(s):

Machine Learning ◽

Epileptic Seizure ◽

Seizure Detection ◽

Epileptic Seizure Detection ◽

Machine Learning Classifiers ◽

Learning Classifiers

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