A Review of Kernel Methods in ECG Signal Classification

ECG Signal Processing, Classification and Interpretation ◽

10.1007/978-0-85729-868-3_9 ◽

2011 ◽

pp. 195-217

Author(s):

José L. Rojo-Álvarez ◽

Gustavo Camps-Valls ◽

Antonio J. Caamaño-Fernández ◽

Juan F. Guerrero-Martínez

Keyword(s):

Kernel Methods ◽

Signal Classification ◽

Ecg Signal

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ECG Signal Classification using Support Vector Machine and Linear Discriminant Analysis

International Journal of Computer Sciences and Engineering ◽

10.26438/ijcse/v7i5.17201725 ◽

2019 ◽

Vol 7 (5) ◽

pp. 1720-1725

Author(s):

S. Grover ◽

Shailja .

Keyword(s):

Support Vector Machine ◽

Discriminant Analysis ◽

Linear Discriminant Analysis ◽

Signal Classification ◽

Support Vector ◽

Ecg Signal ◽

Linear Discriminant

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SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification

2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) ◽

10.1109/bibm49941.2020.9313548 ◽

2020 ◽

Author(s):

Haozhen Zhang ◽

Wei Zhao ◽

Shuang Liu

Keyword(s):

Signal Classification ◽

Ecg Signal ◽

Residual Network ◽

Multi Scale

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A new trained ECG signal Classification method using Modified Spline Activated Neural Network

2018 Second International Conference on Computing Methodologies and Communication (ICCMC) ◽

10.1109/iccmc.2018.8487640 ◽

2018 ◽

Author(s):

Ganesh Kumar R

Keyword(s):

Neural Network ◽

Signal Classification ◽

Classification Method ◽

Ecg Signal

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Hyperparameter Tuning of Dense Neural Network for ECG Signal Classification

Algorithms for Intelligent Systems - Proceedings of the International Conference on Paradigms of Communication, Computing and Data Sciences ◽

10.1007/978-981-16-5747-4_58 ◽

2022 ◽

pp. 675-682

Author(s):

S. Clement Virgeniya ◽

E. Ramaraj

Keyword(s):

Neural Network ◽

Signal Classification ◽

Ecg Signal

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PREPROCESSING METHOD FOR IMPROVING ECG SIGNAL CLASSIFICATION AND COMPRESSION VALIDATION

World Scientific Series on Nonlinear Science Series B - From Physics to Control Through an Emergent View ◽

10.1142/9789814313155_0004 ◽

2010 ◽

pp. 20-25

Author(s):

L. GORAS ◽

M. FIRA

Keyword(s):

Signal Classification ◽

Ecg Signal ◽

Preprocessing Method

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Feature Extraction Based on Circular Summary Statistics in ECG Signal Classification

2009 International Conference of the Chilean Computer Science Society ◽

10.1109/sccc.2009.24 ◽

2009 ◽

Author(s):

Gustavo Soto ◽

Sergio Torres

Keyword(s):

Feature Extraction ◽

Signal Classification ◽

Ecg Signal ◽

Summary Statistics

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EVOLUTIONARY COMPUTATION APPROACH TO ECG SIGNAL CLASSIFICATION

Proceedings of the First International Conference on Bio-inspired Systems and Signal Processing ◽

10.5220/0001060200190024 ◽

2008 ◽

Keyword(s):

Evolutionary Computation ◽

Signal Classification ◽

Ecg Signal

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ECG signal classification based on temporal and spectral features using SVM classifier

Research Journal of Pharmacy and Technology ◽

10.5958/0974-360x.2017.00749.1 ◽

2017 ◽

Vol 10 (11) ◽

pp. 4116

Author(s):

A. Mohamed Syed Ali

Keyword(s):

Signal Classification ◽

Svm Classifier ◽

Ecg Signal ◽

Spectral Features

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The application of supervised learning through feed-forward neural networks for ECG signal classification

2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE) ◽

10.1109/ccece.2016.7726762 ◽

2016 ◽

Cited By ~ 6

Author(s):

Robnier Reyes Perez ◽

Andrew Marques ◽

Farah Mohammadi

Keyword(s):

Neural Networks ◽

Supervised Learning ◽

Signal Classification ◽

Ecg Signal ◽

Feed Forward ◽

Feed Forward Neural Networks

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ECG signal classification using block-based neural networks

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1555851 ◽

2006 ◽

Cited By ~ 8

Author(s):

Wei Jiang ◽

S.G. Kong ◽

G.D. Peterson

Keyword(s):

Neural Networks ◽

Signal Classification ◽

Ecg Signal ◽

Block Based

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